<!doctype html><html lang=en><head><meta charset=utf-8><meta name=viewport content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name=description content="Profile report generated by YData! Visit us at https://ydata.ai"><meta name=author content="YData and the open source community."><meta name=generator content="YData Profiling vv4.12.0"><meta name=url content=https://github.com/ydataai/ydata-profiling><meta name=date content="2024-12-15 06:15:36.424178"><title>Online Retail Dataset Profile</title><style>
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(min-width:1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media 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var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color:var(--bs-primary-text-emphasis);--bs-list-group-bg:var(--bs-primary-bg-subtle);--bs-list-group-border-color:var(--bs-primary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-primary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-primary-border-subtle);--bs-list-group-active-color:var(--bs-primary-bg-subtle);--bs-list-group-active-bg:var(--bs-primary-text-emphasis);--bs-list-group-active-border-color:var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color:var(--bs-secondary-text-emphasis);--bs-list-group-bg:var(--bs-secondary-bg-subtle);--bs-list-group-border-color:var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-secondary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-secondary-border-subtle);--bs-list-group-active-color:var(--bs-secondary-bg-subtle);--bs-list-group-active-bg:var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color:var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color:var(--bs-success-text-emphasis);--bs-list-group-bg:var(--bs-success-bg-subtle);--bs-list-group-border-color:var(--bs-success-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-success-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-success-border-subtle);--bs-list-group-active-color:var(--bs-success-bg-subtle);--bs-list-group-active-bg:var(--bs-success-text-emphasis);--bs-list-group-active-border-color:var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color:var(--bs-info-text-emphasis);--bs-list-group-bg:var(--bs-info-bg-subtle);--bs-list-group-border-color:var(--bs-info-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-info-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-info-border-subtle);--bs-list-group-active-color:var(--bs-info-bg-subtle);--bs-list-group-active-bg:var(--bs-info-text-emphasis);--bs-list-group-active-border-color:var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color:var(--bs-warning-text-emphasis);--bs-list-group-bg:var(--bs-warning-bg-subtle);--bs-list-group-border-color:var(--bs-warning-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-warning-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-warning-border-subtle);--bs-list-group-active-color:var(--bs-warning-bg-subtle);--bs-list-group-active-bg:var(--bs-warning-text-emphasis);--bs-list-group-active-border-color:var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color:var(--bs-danger-text-emphasis);--bs-list-group-bg:var(--bs-danger-bg-subtle);--bs-list-group-border-color:var(--bs-danger-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-danger-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-danger-border-subtle);--bs-list-group-active-color:var(--bs-danger-bg-subtle);--bs-list-group-active-bg:var(--bs-danger-text-emphasis);--bs-list-group-active-border-color:var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color:var(--bs-light-text-emphasis);--bs-list-group-bg:var(--bs-light-bg-subtle);--bs-list-group-border-color:var(--bs-light-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-light-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-light-border-subtle);--bs-list-group-active-color:var(--bs-light-bg-subtle);--bs-list-group-active-bg:var(--bs-light-text-emphasis);--bs-list-group-active-border-color:var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color:var(--bs-dark-text-emphasis);--bs-list-group-bg:var(--bs-dark-bg-subtle);--bs-list-group-border-color:var(--bs-dark-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-dark-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-dark-border-subtle);--bs-list-group-active-color:var(--bs-dark-bg-subtle);--bs-list-group-active-bg:var(--bs-dark-text-emphasis);--bs-list-group-active-border-color:var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;--bs-btn-close-white-filter:invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close.disabled,.btn-close:disabled{pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex:1090;--bs-toast-padding-x:0.75rem;--bs-toast-padding-y:0.5rem;--bs-toast-spacing:1.5rem;--bs-toast-max-width:350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-border-width:var(--bs-border-width);--bs-toast-border-color:var(--bs-border-color-translucent);--bs-toast-border-radius:var(--bs-border-radius);--bs-toast-box-shadow:var(--bs-box-shadow);--bs-toast-header-color:var(--bs-secondary-color);--bs-toast-header-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color:var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex:1090;position:absolute;z-index:var(--bs-toast-zindex);width:-webkit-max-content;width:-moz-max-content;width:max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-.5 * var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex:1055;--bs-modal-width:500px;--bs-modal-padding:1rem;--bs-modal-margin:0.5rem;--bs-modal-color: ;--bs-modal-bg:var(--bs-body-bg);--bs-modal-border-color:var(--bs-border-color-translucent);--bs-modal-border-width:var(--bs-border-width);--bs-modal-border-radius:var(--bs-border-radius-lg);--bs-modal-box-shadow:var(--bs-box-shadow-sm);--bs-modal-inner-border-radius:calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x:1rem;--bs-modal-header-padding-y:1rem;--bs-modal-header-padding:1rem 1rem;--bs-modal-header-border-color:var(--bs-border-color);--bs-modal-header-border-width:var(--bs-border-width);--bs-modal-title-line-height:1.5;--bs-modal-footer-gap:0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color:var(--bs-border-color);--bs-modal-footer-border-width:var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0,-50px)}@media (prefers-reduced-motion:reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin) * 2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;align-items:center;min-height:calc(100% - var(--bs-modal-margin) * 2)}.modal-content{position:relative;display:flex;flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex:1050;--bs-backdrop-bg:#000;--bs-backdrop-opacity:0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;flex-shrink:0;align-items:center;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header 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(min-width:576px){.modal{--bs-modal-margin:1.75rem;--bs-modal-box-shadow:var(--bs-box-shadow)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width:300px}}@media (min-width:992px){.modal-lg,.modal-xl{--bs-modal-width:800px}}@media (min-width:1200px){.modal-xl{--bs-modal-width:1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen .modal-footer,.modal-fullscreen .modal-header{border-radius:0}.modal-fullscreen .modal-body{overflow-y:auto}@media (max-width:575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-sm-down .modal-footer,.modal-fullscreen-sm-down .modal-header{border-radius:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media (max-width:767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-footer,.modal-fullscreen-md-down .modal-header{border-radius:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media (max-width:991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-lg-down .modal-footer,.modal-fullscreen-lg-down .modal-header{border-radius:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media (max-width:1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xl-down .modal-footer,.modal-fullscreen-xl-down .modal-header{border-radius:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media (max-width:1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xxl-down .modal-footer,.modal-fullscreen-xxl-down .modal-header{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex:1080;--bs-tooltip-max-width:200px;--bs-tooltip-padding-x:0.5rem;--bs-tooltip-padding-y:0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color:var(--bs-body-bg);--bs-tooltip-bg:var(--bs-emphasis-color);--bs-tooltip-border-radius:var(--bs-border-radius);--bs-tooltip-opacity:0.9;--bs-tooltip-arrow-width:0.8rem;--bs-tooltip-arrow-height:0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:var(--bs-font-sans-serif);font-style:normal;font-weight:400;line-height:1.5;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;white-space:normal;word-spacing:normal;line-break:auto;font-size:var(--bs-tooltip-font-size);word-wrap:break-word;opacity:0}.tooltip.show{opacity:var(--bs-tooltip-opacity)}.tooltip .tooltip-arrow{display:block;width:var(--bs-tooltip-arrow-width);height:var(--bs-tooltip-arrow-height)}.tooltip .tooltip-arrow::before{position:absolute;content:"";border-color:transparent;border-style:solid}.bs-tooltip-auto[data-popper-placement^=top] 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var(--bs-tooltip-arrow-height))}.bs-tooltip-auto[data-popper-placement^=bottom] .tooltip-arrow::before,.bs-tooltip-bottom .tooltip-arrow::before{bottom:-1px;border-width:0 calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height);border-bottom-color:var(--bs-tooltip-bg)}.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow,.bs-tooltip-start .tooltip-arrow{right:calc(-1 * var(--bs-tooltip-arrow-height));width:var(--bs-tooltip-arrow-height);height:var(--bs-tooltip-arrow-width)}.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow::before,.bs-tooltip-start .tooltip-arrow::before{left:-1px;border-width:calc(var(--bs-tooltip-arrow-width) * .5) 0 calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height);border-left-color:var(--bs-tooltip-bg)}.tooltip-inner{max-width:var(--bs-tooltip-max-width);padding:var(--bs-tooltip-padding-y) 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}</style></head><body><a class=anchor-pos id=top></a><nav class="navbar navbar-expand-lg bg-body-tertiary sticky-top"><div class=container-fluid><div class=navbar-header><a class="navbar-brand anchor" href=#top>Online Retail Dataset Profile</a></div><a class=navbar-toggler type=button data-bs-toggle=offcanvas data-bs-target=#navbar aria-controls=navbar aria-label="Toggle navigation"><span class=navbar-toggler-icon></span></a><div id=navbar class="offcanvas offcanvas-end" aria-labelledby=offcanvas-navbar-label><div class=offcanvas-header><h5 id=offcanvas-navbar-label class=offcanvas-title>Online Retail Dataset Profile</h5><a type=button class=btn-close data-bs-dismiss=offcanvas aria-label=Close></a></div><div class=offcanvas-body><ul class="navbar-nav navbar-nav-scroll justify-content-end flex-grow-1"><li class=nav-item><a class=nav-link href=#overview>Overview</a></li><li class=nav-item><a class=nav-link href=#variables-dropdown>Variables</a></li><li class=nav-item><a class=nav-link href=#interactions>Interactions</a></li><li class=nav-item><a class=nav-link href=#correlations_tab>Correlations</a></li><li class=nav-item><a class=nav-link href=#missing>Missing values</a></li><li class=nav-item><a class=nav-link href=#sample>Sample</a></li><li class=nav-item><a class=nav-link href=#duplicate>Duplicate rows</a></li></ul></div></div></div></nav><div class=content><div class=container><div id=overview class=section-header><h1 class=section-name>Overview</h1><p class="text-body-secondary text-end">Brought to you by <a href="https://ydata.ai/?utm_source=opensource&utm_medium=ydataprofiling&utm_campaign=report">YData</a></p></div><div class=section-items><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-overview-dataset_overview data-bs-toggle=tab data-bs-target=#tab-pane-overview-dataset_overview type=button role=tab aria-controls=tab-pane-overview-dataset_overview aria-selected=true>Overview</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-overview-alerts data-bs-toggle=tab data-bs-target=#tab-pane-overview-alerts type=button role=tab aria-controls=tab-pane-overview-alerts aria-selected=false>Alerts <span class="badge text-bg-secondary align-text-top">13</span></button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-overview-reproduction data-bs-toggle=tab data-bs-target=#tab-pane-overview-reproduction type=button role=tab aria-controls=tab-pane-overview-reproduction aria-selected=false>Reproduction</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-overview-dataset_overview role=tabpanel aria-labelledby=tab-pane-overview-dataset_overview><div class="row item"><div class="row sub-item"><div class=col-sm-6><div class=table-responsive><p class="h4 item-header">Dataset statistics</p><table class="table table-striped"><tbody><tr><th>Number of variables</th><td style="white-space: nowrap;">13</td></tr><tr><th>Number of observations</th><td style="white-space: nowrap;">397884</td></tr><tr><th>Missing cells</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing cells (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Duplicate rows</th><td style="white-space: nowrap;">4835</td></tr><tr><th>Duplicate rows (%)</th><td style="white-space: nowrap;">1.2%</td></tr><tr><th>Total size in memory</th><td style="white-space: nowrap;">36.4 MiB</td></tr><tr><th>Average record size in memory</th><td style="white-space: nowrap;">96.0 B</td></tr></tbody></table></div></div><div class=col-sm-6><div class=table-responsive><p class="h4 item-header">Variable types</p><table class="table table-striped"><tbody><tr><th>Numeric</th><td style="white-space: nowrap;">8</td></tr><tr><th>Unsupported</th><td style="white-space: nowrap;">1</td></tr><tr><th>Text</th><td style="white-space: nowrap;">1</td></tr><tr><th>DateTime</th><td style="white-space: nowrap;">1</td></tr><tr><th>Categorical</th><td style="white-space: nowrap;">2</td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-overview-alerts role=tabpanel aria-labelledby=tab-pane-overview-alerts><div class="row item"><div class=col-sm-12><table class="table table-striped"><p class="h4 item-header">Alerts</p><tr><td> Dataset has 4835 (1.2%) <a href=#duplicate>duplicate rows</a></td><td><span class="badge text-bg-secondary">Duplicates</span></td></tr><tr><td><a href=#pp_var_-1373016143551014933><code>Country</code></a> is highly overall correlated with <code>InvoiceNo</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_1638534541158512038><code>InvoiceNo</code></a> is highly overall correlated with <code>Country</code> and <span data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Country, Month, Year">2 other fields</span></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_-3273769345951787743><code>Month</code></a> is highly overall correlated with <code>InvoiceNo</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_8982644719456503277><code>Quantity</code></a> is highly overall correlated with <code>TotalAmount</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_6600493284786756239><code>TotalAmount</code></a> is highly overall correlated with <code>Quantity</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_1517833039395304771><code>Year</code></a> is highly overall correlated with <code>InvoiceNo</code></td><td><span class="badge text-bg-secondary">High correlation</span></td></tr><tr><td><a href=#pp_var_-1373016143551014933><code>Country</code></a> is highly imbalanced (82.7%) </td><td><span class="badge text-bg-primary">Imbalance</span></td></tr><tr><td><a href=#pp_var_1517833039395304771><code>Year</code></a> is highly imbalanced (65.0%) </td><td><span class="badge text-bg-primary">Imbalance</span></td></tr><tr><td><a href=#pp_var_8982644719456503277><code>Quantity</code></a> is highly skewed (γ1 = 409.8929717) </td><td><span class="badge text-bg-info">Skewed</span></td></tr><tr><td><a href=#pp_var_-2211914035730276196><code>UnitPrice</code></a> is highly skewed (γ1 = 204.0327268) </td><td><span class="badge text-bg-info">Skewed</span></td></tr><tr><td><a href=#pp_var_6600493284786756239><code>TotalAmount</code></a> is highly skewed (γ1 = 451.4431818) </td><td><span class="badge text-bg-info">Skewed</span></td></tr><tr><td><a href=#pp_var_-9019521624998667407><code>StockCode</code></a> is an unsupported type, check if it needs cleaning or further analysis </td><td><span class="badge text-bg-warning">Unsupported</span></td></tr></table></div></div></div><div class="tab-pane fade " id=tab-pane-overview-reproduction role=tabpanel aria-labelledby=tab-pane-overview-reproduction><div class="row item"><div class="row sub-item"><div class=col-sm-12><div class=table-responsive><p class="h4 item-header">Reproduction</p><table class="table table-striped"><tbody><tr><th>Analysis started</th><td style="white-space: nowrap;">2024-12-15 06:15:36.424178</td></tr><tr><th>Analysis finished</th><td style="white-space: nowrap;">2024-12-15 06:15:55.193744</td></tr><tr><th>Duration</th><td style="white-space: nowrap;">18.77 seconds</td></tr><tr><th>Software version</th><td style="white-space: nowrap;"><a href=https://github.com/ydataai/ydata-profiling>ydata-profiling vv4.12.0</a></td></tr><tr><th>Download configuration</th><td style="white-space: nowrap;"><a download=config.json 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id=variables-dropdown class=section-header><h1 class=section-name>Variables</h1></div><div class=section-items><select name=Variables id=variables-dropdown class=form-select><option value>Select Columns</option><option value=InvoiceNo> InvoiceNo </option><option value=StockCode> StockCode </option><option value=Description> Description </option><option value=Quantity> Quantity </option><option value=InvoiceDate> InvoiceDate </option><option value=UnitPrice> UnitPrice </option><option value=CustomerID> CustomerID </option><option value=Country> Country </option><option value=Hour> Hour </option><option value=Day> Day </option><option value=Month> Month </option><option value=Year> Year </option><option value=TotalAmount> TotalAmount </option></select><div class="row item"><div id=pp_var_1638534541158512038 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=InvoiceNo><a href=#pp_var_1638534541158512038>InvoiceNo</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 3 fields: Country, Month, Year">High correlation</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">18532</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">4.7%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">560616.93</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table 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" style="fill: none"/></g></g></g><defs><clippath id=p7cccebfcd2><rect x=63.28 y=10.8 width=429.92 height=154.116662 /></clippath></defs></svg><div class="caption text-center text-body-secondary"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div></div><div class="tab-pane fade " id=tab-pane-1638534541158512038bottom-1638534541158512038common_values role=tabpanel aria-labelledby=tab-pane-1638534541158512038bottom-1638534541158512038common_values><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=576339> 576339 </td><td>542</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=579196> 579196 </td><td>533</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=580727> 580727 </td><td>529</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=578270> 578270 </td><td>442</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=573576> 573576 </td><td>435</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=567656> 567656 </td><td>421</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=567183> 567183 </td><td>399</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=575607> 575607 </td><td>377</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=571441> 571441 </td><td>364</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title=570488> 570488 </td><td>353</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class=other><td title="Other values (18522)"> Other values (18522) </td><td>393489</td><td><div class=bar style=width:100.0%> 98.9% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-1638534541158512038bottom-1638534541158512038extreme_values role=tabpanel aria-labelledby=tab-pane-1638534541158512038bottom-1638534541158512038extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-1638534541158512038extreme_values-1638534541158512038firstn data-bs-toggle=tab data-bs-target=#tab-pane-1638534541158512038extreme_values-1638534541158512038firstn type=button role=tab aria-controls=tab-pane-1638534541158512038extreme_values-1638534541158512038firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-1638534541158512038extreme_values-1638534541158512038lastn data-bs-toggle=tab data-bs-target=#tab-pane-1638534541158512038extreme_values-1638534541158512038lastn type=button role=tab aria-controls=tab-pane-1638534541158512038extreme_values-1638534541158512038lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-1638534541158512038extreme_values-1638534541158512038firstn role=tabpanel aria-labelledby=tab-pane-1638534541158512038extreme_values-1638534541158512038firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=536365> 536365 </td><td>7</td><td><div class=bar style=width:35.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536366> 536366 </td><td>2</td><td><div class=bar style=width:10.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536367> 536367 </td><td>12</td><td><div class=bar style=width:60.0%>< 0.1% </div></td></tr><tr class><td title=536368> 536368 </td><td>4</td><td><div class=bar style=width:20.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536369> 536369 </td><td>1</td><td><div class=bar style=width:5.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536370> 536370 </td><td>20</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=536371> 536371 </td><td>1</td><td><div class=bar style=width:5.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536372> 536372 </td><td>2</td><td><div class=bar style=width:10.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=536373> 536373 </td><td>16</td><td><div class=bar style=width:80.0%>< 0.1% </div></td></tr><tr class><td title=536374> 536374 </td><td>1</td><td><div class=bar style=width:5.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-1638534541158512038extreme_values-1638534541158512038lastn role=tabpanel aria-labelledby=tab-pane-1638534541158512038extreme_values-1638534541158512038lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=581587> 581587 </td><td>15</td><td><div class=bar style=width:39.5%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581586> 581586 </td><td>4</td><td><div class=bar style=width:10.5%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581585> 581585 </td><td>21</td><td><div class=bar style=width:55.3%>< 0.1% </div></td></tr><tr class><td title=581584> 581584 </td><td>2</td><td><div class=bar style=width:5.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581583> 581583 </td><td>2</td><td><div class=bar style=width:5.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581582> 581582 </td><td>2</td><td><div class=bar style=width:5.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581581> 581581 </td><td>3</td><td><div class=bar style=width:7.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=581580> 581580 </td><td>24</td><td><div class=bar style=width:63.2%>< 0.1% </div></td></tr><tr class><td title=581579> 581579 </td><td>30</td><td><div class=bar style=width:78.9%>< 0.1% </div></td></tr><tr class><td title=581578> 581578 </td><td>38</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-9019521624998667407 class="variable ignore"><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=StockCode><a href=#pp_var_-9019521624998667407>StockCode</a><br><span class="fs-6 text-body-secondary">Unsupported</span></p><p><span class="badge text-bg-danger">Rejected</span>&nbsp <span class="badge text-bg-warning">Unsupported</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-6></div></div></div></div><div class="row item"><div id=pp_var_-3193641355825559664 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Description><a href=#pp_var_-3193641355825559664>Description</a><br><span class="fs-6 text-body-secondary">Text</span></p><p class=variable-description></p></div><div class=col-sm-6><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">3877</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">1.0%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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" id=imageacfcdf82e6 x=55.08 y=-34.56 width=332.64 height=221.76 transform="scale(1 -1) translate(0 -221.76)"/></g></g></g><defs><clippath id=p992632f41a><rect x=55.08 y=34.56 width=332.64 height=221.76 /></clippath></defs></svg></div></div><div class="col-sm-12 text-end"><button class="btn btn-light" data-bs-toggle=collapse data-bs-target="#bottom--3193641355825559664, #minifreqtable-3193641355825559664" aria-expanded=true aria-controls="#bottom--3193641355825559664, #minifreqtable-3193641355825559664"> More details </button></div><div id=bottom--3193641355825559664 class=collapse><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--3193641355825559664bottom--3193641355825559664overview data-bs-toggle=tab data-bs-target=#tab-pane--3193641355825559664bottom--3193641355825559664overview type=button role=tab aria-controls=tab-pane--3193641355825559664bottom--3193641355825559664overview aria-selected=true>Overview</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--3193641355825559664bottom--3193641355825559664word data-bs-toggle=tab data-bs-target=#tab-pane--3193641355825559664bottom--3193641355825559664word type=button role=tab aria-controls=tab-pane--3193641355825559664bottom--3193641355825559664word aria-selected=false>Words</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--3193641355825559664bottom--3193641355825559664characters data-bs-toggle=tab data-bs-target=#tab-pane--3193641355825559664bottom--3193641355825559664characters type=button role=tab aria-controls=tab-pane--3193641355825559664bottom--3193641355825559664characters aria-selected=false>Characters</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--3193641355825559664bottom--3193641355825559664overview role=tabpanel aria-labelledby=tab-pane--3193641355825559664bottom--3193641355825559664overview><div class="row item"><div class="row sub-item"><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Length</p><table class="table table-striped"><tbody><tr><th>Max length</th><td style="white-space: nowrap;">35</td></tr><tr><th>Median length</th><td style="white-space: nowrap;">28</td></tr><tr><th>Mean length</th><td style="white-space: nowrap;">26.677454</td></tr><tr><th>Min length</th><td style="white-space: nowrap;">6</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Characters and Unicode</p><table class="table table-striped"><tbody><tr><th>Total characters</th><td style="white-space: nowrap;">10614532</td></tr><tr><th>Distinct characters</th><td style="white-space: nowrap;">68</td></tr><tr><th>Distinct categories</th><td style="white-space: nowrap;">9 <a href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space: nowrap;">2 <a href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-body-secondary"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Unique</p><table class="table table-striped"><tbody><tr><th>Unique</th><td style="white-space: nowrap;">213 <span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space: nowrap;">0.1%</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Sample</p><table class="table table-striped"><tbody><tr><th>1st row</th><td style="white-space: nowrap;">WHITE HANGING HEART T-LIGHT HOLDER</td></tr><tr><th>2nd row</th><td style="white-space: nowrap;">WHITE METAL LANTERN</td></tr><tr><th>3rd row</th><td style="white-space: nowrap;">CREAM CUPID HEARTS COAT HANGER</td></tr><tr><th>4th row</th><td style="white-space: nowrap;">KNITTED UNION FLAG HOT WATER BOTTLE</td></tr><tr><th>5th row</th><td style="white-space: nowrap;">RED WOOLLY HOTTIE WHITE HEART.</td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--3193641355825559664bottom--3193641355825559664word role=tabpanel aria-labelledby=tab-pane--3193641355825559664bottom--3193641355825559664word><div class="row item"><div class="row sub-item"><div class=col-sm-6><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=of> of </td><td>40804</td><td><div class=bar style=width:2.8%> &nbsp; </div> 2.3% </td></tr><tr class><td title=set> set </td><td>40719</td><td><div class=bar style=width:2.8%> &nbsp; </div> 2.3% </td></tr><tr class><td title=bag> bag </td><td>37774</td><td><div class=bar style=width:2.6%> &nbsp; </div> 2.2% </td></tr><tr class><td title=red> red </td><td>31813</td><td><div class=bar style=width:2.2%> &nbsp; </div> 1.8% </td></tr><tr class><td title=heart> heart </td><td>29307</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.7% </td></tr><tr class><td title=retrospot> retrospot </td><td>26336</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.5% </td></tr><tr class><td title=vintage> vintage </td><td>25579</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.5% </td></tr><tr class><td title=design> design </td><td>23519</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.3% </td></tr><tr class><td title=pink> pink </td><td>20142</td><td><div class=bar style=width:1.4%> &nbsp; </div> 1.2% </td></tr><tr class><td title=christmas> christmas </td><td>19057</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.1% </td></tr><tr class=other><td title="Other values (2179)"> Other values (2179) </td><td>1453890</td><td><div class=bar style=width:100.0%> 83.1% </div></td></tr></tbody></table></div></div><div 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" 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role=presentation><button class="nav-link " id=tab--3193641355825559664unicode--3193641355825559664categories data-bs-toggle=tab data-bs-target=#tab-pane--3193641355825559664unicode--3193641355825559664categories type=button role=tab aria-controls=tab-pane--3193641355825559664unicode--3193641355825559664categories aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--3193641355825559664unicode--3193641355825559664scripts data-bs-toggle=tab data-bs-target=#tab-pane--3193641355825559664unicode--3193641355825559664scripts type=button role=tab aria-controls=tab-pane--3193641355825559664unicode--3193641355825559664scripts aria-selected=false>Scripts</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--3193641355825559664unicode--3193641355825559664blocks data-bs-toggle=tab data-bs-target=#tab-pane--3193641355825559664unicode--3193641355825559664blocks type=button role=tab aria-controls=tab-pane--3193641355825559664unicode--3193641355825559664blocks aria-selected=false>Blocks</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--3193641355825559664unicode--3193641355825559664characters role=tabpanel aria-labelledby=tab-pane--3193641355825559664unicode--3193641355825559664characters><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring characters</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1453261</td><td><div class=bar style=width:45.6%> 13.7% </div></td></tr><tr class><td title=E> E </td><td>951356</td><td><div class=bar style=width:29.9%> &nbsp; </div> 9.0% </td></tr><tr class><td title=A> A </td><td>806740</td><td><div class=bar style=width:25.3%> &nbsp; </div> 7.6% </td></tr><tr class><td title=T> T </td><td>705588</td><td><div class=bar style=width:22.2%> &nbsp; </div> 6.6% </td></tr><tr class><td title=R> R </td><td>678203</td><td><div class=bar style=width:21.3%> &nbsp; </div> 6.4% </td></tr><tr class><td title=O> O </td><td>634322</td><td><div class=bar style=width:19.9%> &nbsp; </div> 6.0% </td></tr><tr class><td title=I> I </td><td>580299</td><td><div class=bar style=width:18.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=S> S </td><td>571883</td><td><div class=bar style=width:18.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=N> N </td><td>528406</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.0% </td></tr><tr class><td title=L> L </td><td>519172</td><td><div class=bar style=width:16.3%> &nbsp; </div> 4.9% </td></tr><tr class=other><td title="Other values (58)"> Other values (58) </td><td>3185302</td><td><div class=bar style=width:100.0%> 30.0% </div></td></tr></tbody></table></div></div></div></div><div class="tab-pane fade " id=tab-pane--3193641355825559664unicode--3193641355825559664categories role=tabpanel aria-labelledby=tab-pane--3193641355825559664unicode--3193641355825559664categories><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring categories</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>8996863</td><td><div class=bar style=width:100.0%> 84.8% </div></td></tr><tr class><td title="Space Separator"> Space Separator </td><td>1453261</td><td><div class=bar style=width:16.2%> &nbsp; </div> 13.7% </td></tr><tr class><td title="Decimal Number"> Decimal Number </td><td>117485</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.1% </td></tr><tr class><td title="Other Punctuation"> Other Punctuation </td><td>24388</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.2% </td></tr><tr class><td title="Dash Punctuation"> Dash Punctuation </td><td>13385</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>4597</td><td><div class=bar style=width:0.1%> &nbsp; </div>< 0.1% </td></tr><tr class><td title="Math Symbol"> Math Symbol </td><td>4413</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title="Open Punctuation"> Open Punctuation </td><td>70</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title="Close Punctuation"> Close Punctuation </td><td>70</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per category</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Uppercase Letter</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=E> E </td><td>951356</td><td><div class=bar style=width:36.4%> &nbsp; </div> 10.6% </td></tr><tr class><td title=A> A </td><td>806740</td><td><div class=bar style=width:30.9%> &nbsp; </div> 9.0% </td></tr><tr class><td title=T> T </td><td>705588</td><td><div class=bar style=width:27.0%> &nbsp; </div> 7.8% </td></tr><tr class><td title=R> R </td><td>678203</td><td><div class=bar style=width:26.0%> &nbsp; </div> 7.5% </td></tr><tr class><td title=O> O </td><td>634322</td><td><div class=bar style=width:24.3%> &nbsp; </div> 7.1% </td></tr><tr class><td title=I> I </td><td>580299</td><td><div class=bar style=width:22.2%> &nbsp; </div> 6.5% </td></tr><tr class><td title=S> S </td><td>571883</td><td><div class=bar style=width:21.9%> &nbsp; </div> 6.4% </td></tr><tr class><td title=N> N </td><td>528406</td><td><div class=bar style=width:20.2%> &nbsp; </div> 5.9% </td></tr><tr class><td title=L> L </td><td>519172</td><td><div class=bar style=width:19.9%> &nbsp; </div> 5.8% </td></tr><tr class><td title=C> C </td><td>409000</td><td><div class=bar style=width:15.7%> &nbsp; </div> 4.5% </td></tr><tr class=other><td title="Other values (16)"> Other values (16) </td><td>2611894</td><td><div class=bar style=width:100.0%> 29.0% </div></td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Lowercase Letter</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=a> a </td><td>848</td><td><div class=bar style=width:100.0%> 18.4% </div></td></tr><tr class><td title=g> g </td><td>675</td><td><div class=bar style=width:79.6%> 14.7% </div></td></tr><tr class><td title=l> l </td><td>495</td><td><div class=bar style=width:58.4%> 10.8% </div></td></tr><tr class><td title=x> x </td><td>478</td><td><div class=bar style=width:56.4%> 10.4% </div></td></tr><tr class><td title=c> c </td><td>371</td><td><div class=bar style=width:43.8%> 8.1% </div></td></tr><tr class><td title=m> m </td><td>364</td><td><div class=bar style=width:42.9%> 7.9% </div></td></tr><tr class><td title=n> n </td><td>305</td><td><div class=bar style=width:36.0%> &nbsp; </div> 6.6% </td></tr><tr class><td title=u> u </td><td>290</td><td><div class=bar style=width:34.2%> &nbsp; </div> 6.3% </td></tr><tr class><td title=e> e </td><td>182</td><td><div class=bar style=width:21.5%> &nbsp; </div> 4.0% </td></tr><tr class><td title=r> r </td><td>173</td><td><div class=bar style=width:20.4%> &nbsp; </div> 3.8% </td></tr><tr class=other><td title="Other values (10)"> Other values (10) </td><td>416</td><td><div class=bar style=width:49.1%> 9.0% </div></td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Decimal Number</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2> 2 </td><td>21832</td><td><div class=bar style=width:100.0%> 18.6% </div></td></tr><tr class><td title=3> 3 </td><td>19222</td><td><div class=bar style=width:88.0%> 16.4% </div></td></tr><tr class><td title=6> 6 </td><td>19083</td><td><div class=bar style=width:87.4%> 16.2% </div></td></tr><tr class><td title=0> 0 </td><td>17281</td><td><div class=bar style=width:79.2%> 14.7% </div></td></tr><tr class><td title=1> 1 </td><td>15062</td><td><div class=bar style=width:69.0%> 12.8% </div></td></tr><tr class><td title=4> 4 </td><td>10403</td><td><div class=bar style=width:47.7%> 8.9% </div></td></tr><tr class><td title=5> 5 </td><td>8024</td><td><div class=bar style=width:36.8%> &nbsp; </div> 6.8% </td></tr><tr class><td title=7> 7 </td><td>4306</td><td><div class=bar style=width:19.7%> &nbsp; </div> 3.7% </td></tr><tr class><td title=9> 9 </td><td>1771</td><td><div class=bar style=width:8.1%> &nbsp; </div> 1.5% </td></tr><tr class><td title=8> 8 </td><td>501</td><td><div class=bar style=width:2.3%> &nbsp; </div> 0.4% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Other Punctuation</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=/ > / </td><td>8815</td><td><div class=bar style=width:100.0%> 36.1% </div></td></tr><tr class><td title="'"> &#39; </td><td>6985</td><td><div class=bar style=width:79.2%> 28.6% </div></td></tr><tr class><td title=,> , </td><td>3756</td><td><div class=bar style=width:42.6%> 15.4% </div></td></tr><tr class><td title=&amp;> &amp; </td><td>2040</td><td><div class=bar style=width:23.1%> &nbsp; </div> 8.4% </td></tr><tr class><td title=.> . </td><td>1908</td><td><div class=bar style=width:21.6%> &nbsp; </div> 7.8% </td></tr><tr class><td title='"'> &#34; </td><td>856</td><td><div class=bar style=width:9.7%> &nbsp; </div> 3.5% </td></tr><tr class><td title=!> ! </td><td>28</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.1% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Space Separator</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1453261</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Dash Punctuation</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=-> - </td><td>13385</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Math Symbol</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=+> + </td><td>4413</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Open Punctuation</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(> ( </td><td>70</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Close Punctuation</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=)> ) </td><td>70</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--3193641355825559664unicode--3193641355825559664scripts role=tabpanel aria-labelledby=tab-pane--3193641355825559664unicode--3193641355825559664scripts><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring scripts</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>9001460</td><td><div class=bar style=width:100.0%> 84.8% </div></td></tr><tr class><td title=Common> Common </td><td>1613072</td><td><div class=bar style=width:17.9%> &nbsp; </div> 15.2% </td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per script</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Latin</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=E> E </td><td>951356</td><td><div class=bar style=width:36.4%> &nbsp; </div> 10.6% </td></tr><tr class><td title=A> A </td><td>806740</td><td><div class=bar style=width:30.8%> &nbsp; </div> 9.0% </td></tr><tr class><td title=T> T </td><td>705588</td><td><div class=bar style=width:27.0%> &nbsp; </div> 7.8% </td></tr><tr class><td title=R> R </td><td>678203</td><td><div class=bar style=width:25.9%> &nbsp; </div> 7.5% </td></tr><tr class><td title=O> O </td><td>634322</td><td><div class=bar style=width:24.2%> &nbsp; </div> 7.0% </td></tr><tr class><td title=I> I </td><td>580299</td><td><div class=bar style=width:22.2%> &nbsp; </div> 6.4% </td></tr><tr class><td title=S> S </td><td>571883</td><td><div class=bar style=width:21.9%> &nbsp; </div> 6.4% </td></tr><tr class><td title=N> N </td><td>528406</td><td><div class=bar style=width:20.2%> &nbsp; </div> 5.9% </td></tr><tr class><td title=L> L </td><td>519172</td><td><div class=bar style=width:19.8%> &nbsp; </div> 5.8% </td></tr><tr class><td title=C> C </td><td>409000</td><td><div class=bar style=width:15.6%> &nbsp; </div> 4.5% </td></tr><tr class=other><td title="Other values (36)"> Other values (36) </td><td>2616491</td><td><div class=bar style=width:100.0%> 29.1% </div></td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Common</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1453261</td><td><div class=bar style=width:100.0%> 90.1% </div></td></tr><tr class><td title=2> 2 </td><td>21832</td><td><div class=bar style=width:1.5%> &nbsp; </div> 1.4% </td></tr><tr class><td title=3> 3 </td><td>19222</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.2% </td></tr><tr class><td title=6> 6 </td><td>19083</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.2% </td></tr><tr class><td title=0> 0 </td><td>17281</td><td><div class=bar style=width:1.2%> &nbsp; </div> 1.1% </td></tr><tr class><td title=1> 1 </td><td>15062</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.9% </td></tr><tr class><td title=-> - </td><td>13385</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=4> 4 </td><td>10403</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title=/ > / </td><td>8815</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=5> 5 </td><td>8024</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class=other><td title="Other values (12)"> Other values (12) </td><td>26704</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.7% </td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--3193641355825559664unicode--3193641355825559664blocks role=tabpanel aria-labelledby=tab-pane--3193641355825559664unicode--3193641355825559664blocks><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring blocks</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>10614532</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per block</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>ASCII</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>1453261</td><td><div class=bar style=width:45.6%> 13.7% </div></td></tr><tr class><td title=E> E </td><td>951356</td><td><div class=bar style=width:29.9%> &nbsp; </div> 9.0% </td></tr><tr class><td title=A> A </td><td>806740</td><td><div class=bar style=width:25.3%> &nbsp; </div> 7.6% </td></tr><tr class><td title=T> T </td><td>705588</td><td><div class=bar style=width:22.2%> &nbsp; </div> 6.6% </td></tr><tr class><td title=R> R </td><td>678203</td><td><div class=bar style=width:21.3%> &nbsp; </div> 6.4% </td></tr><tr class><td title=O> O </td><td>634322</td><td><div class=bar style=width:19.9%> &nbsp; </div> 6.0% </td></tr><tr class><td title=I> I </td><td>580299</td><td><div class=bar style=width:18.2%> &nbsp; </div> 5.5% </td></tr><tr class><td title=S> S </td><td>571883</td><td><div class=bar style=width:18.0%> &nbsp; </div> 5.4% </td></tr><tr class><td title=N> N </td><td>528406</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.0% </td></tr><tr class><td title=L> L </td><td>519172</td><td><div class=bar style=width:16.3%> &nbsp; </div> 4.9% </td></tr><tr class=other><td title="Other values (58)"> Other values (58) </td><td>3185302</td><td><div class=bar style=width:100.0%> 30.0% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_8982644719456503277 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Quantity><a href=#pp_var_8982644719456503277>Quantity</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 1 fields: TotalAmount">High correlation</span>&nbsp <span class="badge text-bg-info">Skewed</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">301</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">12.988238</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">1</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">80995</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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</div> 6.8% </td></tr><tr class><td title=24> 24 </td><td>23748</td><td><div class=bar style=width:32.4%> &nbsp; </div> 6.0% </td></tr><tr class><td title=10> 10 </td><td>21212</td><td><div class=bar style=width:28.9%> &nbsp; </div> 5.3% </td></tr><tr class><td title=8> 8 </td><td>11644</td><td><div class=bar style=width:15.9%> &nbsp; </div> 2.9% </td></tr><tr class><td title=5> 5 </td><td>8148</td><td><div class=bar style=width:11.1%> &nbsp; </div> 2.0% </td></tr><tr class=other><td title="Other values (291)"> Other values (291) </td><td>44985</td><td><div class=bar style=width:61.4%> 11.3% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-8982644719456503277bottom-8982644719456503277extreme_values role=tabpanel aria-labelledby=tab-pane-8982644719456503277bottom-8982644719456503277extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-8982644719456503277extreme_values-8982644719456503277firstn data-bs-toggle=tab data-bs-target=#tab-pane-8982644719456503277extreme_values-8982644719456503277firstn type=button role=tab aria-controls=tab-pane-8982644719456503277extreme_values-8982644719456503277firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-8982644719456503277extreme_values-8982644719456503277lastn data-bs-toggle=tab data-bs-target=#tab-pane-8982644719456503277extreme_values-8982644719456503277lastn type=button role=tab aria-controls=tab-pane-8982644719456503277extreme_values-8982644719456503277lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-8982644719456503277extreme_values-8982644719456503277firstn role=tabpanel aria-labelledby=tab-pane-8982644719456503277extreme_values-8982644719456503277firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>73301</td><td><div class=bar style=width:100.0%> 18.4% </div></td></tr><tr class><td title=2> 2 </td><td>57999</td><td><div class=bar style=width:79.1%> 14.6% </div></td></tr><tr class><td title=3> 3 </td><td>26948</td><td><div class=bar style=width:36.8%> &nbsp; </div> 6.8% </td></tr><tr class><td title=4> 4 </td><td>32180</td><td><div class=bar style=width:43.9%> 8.1% </div></td></tr><tr class><td title=5> 5 </td><td>8148</td><td><div class=bar style=width:11.1%> &nbsp; </div> 2.0% </td></tr><tr class><td title=6> 6 </td><td>37688</td><td><div class=bar style=width:51.4%> 9.5% </div></td></tr><tr class><td title=7> 7 </td><td>1299</td><td><div class=bar style=width:1.8%> &nbsp; </div> 0.3% </td></tr><tr class><td title=8> 8 </td><td>11644</td><td><div class=bar style=width:15.9%> &nbsp; </div> 2.9% </td></tr><tr class><td title=9> 9 </td><td>1170</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.3% </td></tr><tr class><td title=10> 10 </td><td>21212</td><td><div class=bar style=width:28.9%> &nbsp; </div> 5.3% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-8982644719456503277extreme_values-8982644719456503277lastn role=tabpanel aria-labelledby=tab-pane-8982644719456503277extreme_values-8982644719456503277lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=80995> 80995 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=74215> 74215 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4800> 4800 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4300> 4300 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=3906> 3906 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=3186> 3186 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=3114> 3114 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=3000> 3000 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2880> 2880 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=2700> 2700 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-3648691280751525453 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=InvoiceDate><a href=#pp_var_-3648691280751525453>InvoiceDate</a><br><span class="fs-6 text-body-secondary">Date</span></p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">17282</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">4.3%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">2010-12-01 08:26:00</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">2011-12-09 12:50:00</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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</div> 6.5% </td></tr><tr class><td title=0.42> 0.42 </td><td>21812</td><td><div class=bar style=width:13.7%> &nbsp; </div> 5.5% </td></tr><tr class><td title=4.95> 4.95 </td><td>18122</td><td><div class=bar style=width:11.4%> &nbsp; </div> 4.6% </td></tr><tr class><td title=3.75> 3.75 </td><td>17676</td><td><div class=bar style=width:11.1%> &nbsp; </div> 4.4% </td></tr><tr class><td title=2.1> 2.1 </td><td>17190</td><td><div class=bar style=width:10.8%> &nbsp; </div> 4.3% </td></tr><tr class><td title=2.08> 2.08 </td><td>15745</td><td><div class=bar style=width:9.9%> &nbsp; </div> 4.0% </td></tr><tr class><td title=1.95> 1.95 </td><td>12677</td><td><div class=bar style=width:8.0%> &nbsp; </div> 3.2% </td></tr><tr class=other><td title="Other values (430)"> Other values (430) </td><td>159457</td><td><div class=bar style=width:100.0%> 40.1% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--2211914035730276196bottom--2211914035730276196extreme_values role=tabpanel aria-labelledby=tab-pane--2211914035730276196bottom--2211914035730276196extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--2211914035730276196extreme_values--2211914035730276196firstn data-bs-toggle=tab data-bs-target=#tab-pane--2211914035730276196extreme_values--2211914035730276196firstn type=button role=tab aria-controls=tab-pane--2211914035730276196extreme_values--2211914035730276196firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--2211914035730276196extreme_values--2211914035730276196lastn data-bs-toggle=tab data-bs-target=#tab-pane--2211914035730276196extreme_values--2211914035730276196lastn type=button role=tab aria-controls=tab-pane--2211914035730276196extreme_values--2211914035730276196lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--2211914035730276196extreme_values--2211914035730276196firstn role=tabpanel aria-labelledby=tab-pane--2211914035730276196extreme_values--2211914035730276196firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0.001> 0.001 </td><td>4</td><td><div class=bar style=width:0.6%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.04> 0.04 </td><td>66</td><td><div class=bar style=width:10.4%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.06> 0.06 </td><td>112</td><td><div class=bar style=width:17.6%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.07> 0.07 </td><td>7</td><td><div class=bar style=width:1.1%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.08> 0.08 </td><td>55</td><td><div class=bar style=width:8.7%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.09> 0.09 </td><td>2</td><td><div class=bar style=width:0.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.1> 0.1 </td><td>53</td><td><div class=bar style=width:8.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.12> 0.12 </td><td>635</td><td><div class=bar style=width:100.0%> 0.2% </div></td></tr><tr class><td title=0.14> 0.14 </td><td>87</td><td><div class=bar style=width:13.7%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.16> 0.16 </td><td>45</td><td><div class=bar style=width:7.1%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--2211914035730276196extreme_values--2211914035730276196lastn role=tabpanel aria-labelledby=tab-pane--2211914035730276196extreme_values--2211914035730276196lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=8142.75> 8142.75 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4161.06> 4161.06 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=3949.32> 3949.32 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=3155.95> 3155.95 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2500> 2500 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2382.92> 2382.92 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2118.74> 2118.74 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2053.07> 2053.07 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=2033.1> 2033.1 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=1867.86> 1867.86 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_7465753481424425412 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=CustomerID><a href=#pp_var_7465753481424425412>CustomerID</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">4338</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">1.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">15294.423</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">12346</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">18287</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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" clip-path=url(#p96092483ef) style="fill: #0d6efd; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 63.28 168.862318 
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" style="fill: none"/></g></g></g><defs><clippath id=p96092483ef><rect x=63.28 y=10.8 width=429.92 height=158.062318 /></clippath></defs></svg><div class="caption text-center text-body-secondary"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div></div><div class="tab-pane fade " id=tab-pane-7465753481424425412bottom-7465753481424425412common_values role=tabpanel aria-labelledby=tab-pane-7465753481424425412bottom-7465753481424425412common_values><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=17841> 17841 </td><td>7847</td><td><div class=bar style=width:2.2%> &nbsp; </div> 2.0% </td></tr><tr class><td title=14911> 14911 </td><td>5675</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.4% </td></tr><tr class><td title=14096> 14096 </td><td>5111</td><td><div class=bar style=width:1.4%> &nbsp; </div> 1.3% </td></tr><tr class><td title=12748> 12748 </td><td>4595</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.2% </td></tr><tr class><td title=14606> 14606 </td><td>2700</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.7% </td></tr><tr class><td title=15311> 15311 </td><td>2379</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title=14646> 14646 </td><td>2076</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=13089> 13089 </td><td>1818</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=13263> 13263 </td><td>1677</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.4% </td></tr><tr class><td title=14298> 14298 </td><td>1637</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.4% </td></tr><tr class=other><td title="Other values (4328)"> Other values (4328) </td><td>362369</td><td><div class=bar style=width:100.0%> 91.1% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-7465753481424425412bottom-7465753481424425412extreme_values role=tabpanel aria-labelledby=tab-pane-7465753481424425412bottom-7465753481424425412extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-7465753481424425412extreme_values-7465753481424425412firstn data-bs-toggle=tab data-bs-target=#tab-pane-7465753481424425412extreme_values-7465753481424425412firstn type=button role=tab aria-controls=tab-pane-7465753481424425412extreme_values-7465753481424425412firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-7465753481424425412extreme_values-7465753481424425412lastn data-bs-toggle=tab data-bs-target=#tab-pane-7465753481424425412extreme_values-7465753481424425412lastn type=button role=tab aria-controls=tab-pane-7465753481424425412extreme_values-7465753481424425412lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-7465753481424425412extreme_values-7465753481424425412firstn role=tabpanel aria-labelledby=tab-pane-7465753481424425412extreme_values-7465753481424425412firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=12346> 12346 </td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12347> 12347 </td><td>182</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=12348> 12348 </td><td>31</td><td><div class=bar style=width:17.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12349> 12349 </td><td>73</td><td><div class=bar style=width:40.1%>< 0.1% </div></td></tr><tr class><td title=12350> 12350 </td><td>17</td><td><div class=bar style=width:9.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12352> 12352 </td><td>85</td><td><div class=bar style=width:46.7%>< 0.1% </div></td></tr><tr class><td title=12353> 12353 </td><td>4</td><td><div class=bar style=width:2.2%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12354> 12354 </td><td>58</td><td><div class=bar style=width:31.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12355> 12355 </td><td>13</td><td><div class=bar style=width:7.1%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=12356> 12356 </td><td>59</td><td><div class=bar style=width:32.4%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-7465753481424425412extreme_values-7465753481424425412lastn role=tabpanel aria-labelledby=tab-pane-7465753481424425412extreme_values-7465753481424425412lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=18287> 18287 </td><td>70</td><td><div class=bar style=width:9.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18283> 18283 </td><td>756</td><td><div class=bar style=width:100.0%> 0.2% </div></td></tr><tr class><td title=18282> 18282 </td><td>12</td><td><div class=bar style=width:1.6%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18281> 18281 </td><td>7</td><td><div class=bar style=width:0.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18280> 18280 </td><td>10</td><td><div class=bar style=width:1.3%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18278> 18278 </td><td>9</td><td><div class=bar style=width:1.2%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18277> 18277 </td><td>8</td><td><div class=bar style=width:1.1%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18276> 18276 </td><td>14</td><td><div class=bar style=width:1.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18274> 18274 </td><td>11</td><td><div class=bar style=width:1.5%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=18273> 18273 </td><td>3</td><td><div class=bar style=width:0.4%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-1373016143551014933 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Country><a href=#pp_var_-1373016143551014933>Country</a><br><span class="fs-6 text-body-secondary">Categorical</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 1 fields: InvoiceNo">High correlation</span>&nbsp <span class="badge text-bg-primary">Imbalance</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">37</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-6><div class=row id=minifreqtable><div class=table-responsive><table class="mini freq table-0"><tr class><th width=10%> United Kingdom </th><td width=10%><div class=bar style=width:100.0% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> 354321&nbsp; </div></td></tr><tr class><th width=10%> Germany </th><td width=10%><div class=bar style=width:2.6% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 9040 </td></tr><tr class><th width=10%> France </th><td width=10%><div class=bar style=width:2.4% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 8341 </td></tr><tr class><th width=10%> EIRE </th><td width=10%><div class=bar style=width:2.0% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 7236 </td></tr><tr class><th width=10%> Spain </th><td width=10%><div class=bar style=width:0.7% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 2484 </td></tr><tr class=other><th width=10%> Other values (32) </th><td width=10%><div class=bar style=width:4.6% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 16462 </td></tr></table></div></div></div></div><div class="col-sm-12 text-end"><button class="btn btn-light" data-bs-toggle=collapse data-bs-target="#bottom--1373016143551014933, #minifreqtable-1373016143551014933" aria-expanded=true aria-controls="#bottom--1373016143551014933, #minifreqtable-1373016143551014933"> More details </button></div><div id=bottom--1373016143551014933 class=collapse><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--1373016143551014933bottom--1373016143551014933overview data-bs-toggle=tab data-bs-target=#tab-pane--1373016143551014933bottom--1373016143551014933overview type=button role=tab aria-controls=tab-pane--1373016143551014933bottom--1373016143551014933overview aria-selected=true>Overview</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--1373016143551014933bottom--1373016143551014933string data-bs-toggle=tab data-bs-target=#tab-pane--1373016143551014933bottom--1373016143551014933string type=button role=tab aria-controls=tab-pane--1373016143551014933bottom--1373016143551014933string aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--1373016143551014933bottom--1373016143551014933word data-bs-toggle=tab data-bs-target=#tab-pane--1373016143551014933bottom--1373016143551014933word type=button role=tab aria-controls=tab-pane--1373016143551014933bottom--1373016143551014933word aria-selected=false>Words</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--1373016143551014933bottom--1373016143551014933characters data-bs-toggle=tab data-bs-target=#tab-pane--1373016143551014933bottom--1373016143551014933characters type=button role=tab aria-controls=tab-pane--1373016143551014933bottom--1373016143551014933characters aria-selected=false>Characters</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--1373016143551014933bottom--1373016143551014933overview role=tabpanel aria-labelledby=tab-pane--1373016143551014933bottom--1373016143551014933overview><div class="row item"><div class="row sub-item"><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Length</p><table class="table table-striped"><tbody><tr><th>Max length</th><td style="white-space: nowrap;">20</td></tr><tr><th>Median length</th><td style="white-space: nowrap;">14</td></tr><tr><th>Mean length</th><td style="white-space: nowrap;">13.204638</td></tr><tr><th>Min length</th><td style="white-space: nowrap;">3</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Characters and Unicode</p><table class="table table-striped"><tbody><tr><th>Total characters</th><td style="white-space: nowrap;">5253914</td></tr><tr><th>Distinct characters</th><td style="white-space: nowrap;">40</td></tr><tr><th>Distinct categories</th><td style="white-space: nowrap;">3 <a href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space: nowrap;">2 <a href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-body-secondary"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Unique</p><table class="table table-striped"><tbody><tr><th>Unique</th><td style="white-space: nowrap;">0 <span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space: nowrap;">0.0%</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Sample</p><table class="table table-striped"><tbody><tr><th>1st row</th><td style="white-space: nowrap;">United Kingdom</td></tr><tr><th>2nd row</th><td style="white-space: nowrap;">United Kingdom</td></tr><tr><th>3rd row</th><td style="white-space: nowrap;">United Kingdom</td></tr><tr><th>4th row</th><td style="white-space: nowrap;">United Kingdom</td></tr><tr><th>5th row</th><td style="white-space: nowrap;">United Kingdom</td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--1373016143551014933bottom--1373016143551014933string role=tabpanel aria-labelledby=tab-pane--1373016143551014933bottom--1373016143551014933string><div class="row item"><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Common Values</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="United Kingdom"> United Kingdom </td><td>354321</td><td><div class=bar style=width:100.0%> 89.1% </div></td></tr><tr class><td title=Germany> Germany </td><td>9040</td><td><div class=bar style=width:2.6%> &nbsp; </div> 2.3% </td></tr><tr class><td title=France> France </td><td>8341</td><td><div class=bar style=width:2.4%> &nbsp; </div> 2.1% </td></tr><tr class><td title=EIRE> EIRE </td><td>7236</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.8% </td></tr><tr class><td title=Spain> Spain </td><td>2484</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title=Netherlands> Netherlands </td><td>2359</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.6% </td></tr><tr class><td title=Belgium> Belgium </td><td>2031</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=Switzerland> Switzerland </td><td>1841</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=Portugal> Portugal </td><td>1462</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.4% </td></tr><tr class><td title=Australia> Australia </td><td>1182</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.3% </td></tr><tr class=other><td title="Other values (27)"> Other values (27) </td><td>7587</td><td><div class=bar style=width:2.1%> &nbsp; </div> 1.9% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE 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" style="fill: none"/></g></g></g><defs><clippath id=p1bec78ec21><rect x=68.86 y=10.8 width=424.34 height=163.980802 /></clippath></defs></svg><div class="caption text-center text-body-secondary"> Histogram of lengths of the category </div></div></div></div></div><div class="tab-pane fade " id=tab-pane--1373016143551014933bottom--1373016143551014933word role=tabpanel aria-labelledby=tab-pane--1373016143551014933bottom--1373016143551014933word><div class="row item"><div class="row sub-item"><div class=col-sm-12><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=united> united </td><td>354389</td><td><div class=bar style=width:100.0%> 47.1% </div></td></tr><tr class><td title=kingdom> kingdom </td><td>354321</td><td><div class=bar style=width:100.0%> 47.0% </div></td></tr><tr class><td title=germany> germany </td><td>9040</td><td><div class=bar style=width:2.6%> &nbsp; </div> 1.2% </td></tr><tr class><td title=france> france </td><td>8341</td><td><div class=bar style=width:2.4%> &nbsp; </div> 1.1% </td></tr><tr class><td title=eire> eire </td><td>7236</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.0% </td></tr><tr class><td title=spain> spain </td><td>2484</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.3% </td></tr><tr class><td title=netherlands> netherlands </td><td>2359</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.3% </td></tr><tr class><td title=belgium> belgium </td><td>2031</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.3% </td></tr><tr class><td title=switzerland> switzerland </td><td>1841</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.2% </td></tr><tr class><td title=portugal> portugal </td><td>1462</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.2% </td></tr><tr class=other><td title="Other values (33)"> Other values (33) </td><td>9679</td><td><div class=bar style=width:2.7%> &nbsp; </div> 1.3% </td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--1373016143551014933bottom--1373016143551014933characters role=tabpanel aria-labelledby=tab-pane--1373016143551014933bottom--1373016143551014933characters><div class="row item"><div class="row sub-item"><div class=col-sm-12><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--1373016143551014933unicode--1373016143551014933characters data-bs-toggle=tab data-bs-target=#tab-pane--1373016143551014933unicode--1373016143551014933characters type=button role=tab aria-controls=tab-pane--1373016143551014933unicode--1373016143551014933characters aria-selected=true>Characters</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--1373016143551014933unicode--1373016143551014933categories data-bs-toggle=tab data-bs-target=#tab-pane--1373016143551014933unicode--1373016143551014933categories type=button role=tab aria-controls=tab-pane--1373016143551014933unicode--1373016143551014933categories aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--1373016143551014933unicode--1373016143551014933scripts data-bs-toggle=tab data-bs-target=#tab-pane--1373016143551014933unicode--1373016143551014933scripts type=button role=tab aria-controls=tab-pane--1373016143551014933unicode--1373016143551014933scripts aria-selected=false>Scripts</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--1373016143551014933unicode--1373016143551014933blocks data-bs-toggle=tab data-bs-target=#tab-pane--1373016143551014933unicode--1373016143551014933blocks type=button role=tab aria-controls=tab-pane--1373016143551014933unicode--1373016143551014933blocks aria-selected=false>Blocks</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--1373016143551014933unicode--1373016143551014933characters role=tabpanel aria-labelledby=tab-pane--1373016143551014933unicode--1373016143551014933characters><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring characters</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>738932</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=i> i </td><td>718331</td><td><div class=bar style=width:97.2%> 13.7% </div></td></tr><tr class><td title=d> d </td><td>715710</td><td><div class=bar style=width:96.9%> 13.6% </div></td></tr><tr class><td title=e> e </td><td>384188</td><td><div class=bar style=width:52.0%> 7.3% </div></td></tr><tr class><td title=m> m </td><td>365960</td><td><div class=bar style=width:49.5%> 7.0% </div></td></tr><tr class><td title=t> t </td><td>362664</td><td><div class=bar style=width:49.1%> 6.9% </div></td></tr><tr class><td title=g> g </td><td>358036</td><td><div class=bar style=width:48.5%> 6.8% </div></td></tr><tr class><td title=o> o </td><td>357571</td><td><div class=bar style=width:48.4%> 6.8% </div></td></tr><tr class><td title=" "></td><td>355299</td><td><div class=bar style=width:48.1%> 6.8% </div></td></tr><tr class><td title=U> U </td><td>354812</td><td><div class=bar style=width:48.0%> 6.8% </div></td></tr><tr class=other><td title="Other values (30)"> Other values (30) </td><td>542411</td><td><div class=bar style=width:73.4%> 10.3% </div></td></tr></tbody></table></div></div></div></div><div class="tab-pane fade " id=tab-pane--1373016143551014933unicode--1373016143551014933categories role=tabpanel aria-labelledby=tab-pane--1373016143551014933unicode--1373016143551014933categories><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring categories</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter"> Lowercase Letter </td><td>4123252</td><td><div class=bar style=width:100.0%> 78.5% </div></td></tr><tr class><td title="Uppercase Letter"> Uppercase Letter </td><td>775363</td><td><div class=bar style=width:18.8%> &nbsp; </div> 14.8% </td></tr><tr class><td title="Space Separator"> Space Separator </td><td>355299</td><td><div class=bar style=width:8.6%> &nbsp; </div> 6.8% </td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per category</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Lowercase Letter</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>738932</td><td><div class=bar style=width:100.0%> 17.9% </div></td></tr><tr class><td title=i> i </td><td>718331</td><td><div class=bar style=width:97.2%> 17.4% </div></td></tr><tr class><td title=d> d </td><td>715710</td><td><div class=bar style=width:96.9%> 17.4% </div></td></tr><tr class><td title=e> e </td><td>384188</td><td><div class=bar style=width:52.0%> 9.3% </div></td></tr><tr class><td title=m> m </td><td>365960</td><td><div class=bar style=width:49.5%> 8.9% </div></td></tr><tr class><td title=t> t </td><td>362664</td><td><div class=bar style=width:49.1%> 8.8% </div></td></tr><tr class><td title=g> g </td><td>358036</td><td><div class=bar style=width:48.5%> 8.7% </div></td></tr><tr class><td title=o> o </td><td>357571</td><td><div class=bar style=width:48.4%> 8.7% </div></td></tr><tr class><td title=a> a </td><td>35384</td><td><div class=bar style=width:4.8%> &nbsp; </div> 0.9% </td></tr><tr class><td title=r> r </td><td>27557</td><td><div class=bar style=width:3.7%> &nbsp; </div> 0.7% </td></tr><tr class=other><td title="Other values (12)"> Other values (12) </td><td>58919</td><td><div class=bar style=width:8.0%> &nbsp; </div> 1.4% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Uppercase Letter</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=U> U </td><td>354812</td><td><div class=bar style=width:100.0%> 45.8% </div></td></tr><tr class><td title=K> K </td><td>354321</td><td><div class=bar style=width:99.9%> 45.7% </div></td></tr><tr class><td title=E> E </td><td>14600</td><td><div class=bar style=width:4.1%> &nbsp; </div> 1.9% </td></tr><tr class><td title=G> G </td><td>9185</td><td><div class=bar style=width:2.6%> &nbsp; </div> 1.2% </td></tr><tr class><td title=I> I </td><td>9172</td><td><div class=bar style=width:2.6%> &nbsp; </div> 1.2% </td></tr><tr class><td title=F> F </td><td>9026</td><td><div class=bar style=width:2.5%> &nbsp; </div> 1.2% </td></tr><tr class><td title=R> R </td><td>7318</td><td><div class=bar style=width:2.1%> &nbsp; </div> 0.9% </td></tr><tr class><td title=S> S </td><td>5243</td><td><div class=bar style=width:1.5%> &nbsp; </div> 0.7% </td></tr><tr class><td title=N> N </td><td>3430</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.4% </td></tr><tr class><td title=B> B </td><td>2080</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.3% </td></tr><tr class=other><td title="Other values (7)"> Other values (7) </td><td>6176</td><td><div class=bar style=width:1.7%> &nbsp; </div> 0.8% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Space Separator</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>355299</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--1373016143551014933unicode--1373016143551014933scripts role=tabpanel aria-labelledby=tab-pane--1373016143551014933unicode--1373016143551014933scripts><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring scripts</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin> Latin </td><td>4898615</td><td><div class=bar style=width:100.0%> 93.2% </div></td></tr><tr class><td title=Common> Common </td><td>355299</td><td><div class=bar style=width:7.3%> &nbsp; </div> 6.8% </td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per script</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Latin</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>738932</td><td><div class=bar style=width:100.0%> 15.1% </div></td></tr><tr class><td title=i> i </td><td>718331</td><td><div class=bar style=width:97.2%> 14.7% </div></td></tr><tr class><td title=d> d </td><td>715710</td><td><div class=bar style=width:96.9%> 14.6% </div></td></tr><tr class><td title=e> e </td><td>384188</td><td><div class=bar style=width:52.0%> 7.8% </div></td></tr><tr class><td title=m> m </td><td>365960</td><td><div class=bar style=width:49.5%> 7.5% </div></td></tr><tr class><td title=t> t </td><td>362664</td><td><div class=bar style=width:49.1%> 7.4% </div></td></tr><tr class><td title=g> g </td><td>358036</td><td><div class=bar style=width:48.5%> 7.3% </div></td></tr><tr class><td title=o> o </td><td>357571</td><td><div class=bar style=width:48.4%> 7.3% </div></td></tr><tr class><td title=U> U </td><td>354812</td><td><div class=bar style=width:48.0%> 7.2% </div></td></tr><tr class><td title=K> K </td><td>354321</td><td><div class=bar style=width:48.0%> 7.2% </div></td></tr><tr class=other><td title="Other values (29)"> Other values (29) </td><td>188090</td><td><div class=bar style=width:25.5%> &nbsp; </div> 3.8% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Common</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>355299</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane--1373016143551014933unicode--1373016143551014933blocks role=tabpanel aria-labelledby=tab-pane--1373016143551014933unicode--1373016143551014933blocks><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring blocks</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>5253914</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per block</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>ASCII</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=n> n </td><td>738932</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=i> i </td><td>718331</td><td><div class=bar style=width:97.2%> 13.7% </div></td></tr><tr class><td title=d> d </td><td>715710</td><td><div class=bar style=width:96.9%> 13.6% </div></td></tr><tr class><td title=e> e </td><td>384188</td><td><div class=bar style=width:52.0%> 7.3% </div></td></tr><tr class><td title=m> m </td><td>365960</td><td><div class=bar style=width:49.5%> 7.0% </div></td></tr><tr class><td title=t> t </td><td>362664</td><td><div class=bar style=width:49.1%> 6.9% </div></td></tr><tr class><td title=g> g </td><td>358036</td><td><div class=bar style=width:48.5%> 6.8% </div></td></tr><tr class><td title=o> o </td><td>357571</td><td><div class=bar style=width:48.4%> 6.8% </div></td></tr><tr class><td title=" "></td><td>355299</td><td><div class=bar style=width:48.1%> 6.8% </div></td></tr><tr class><td title=U> U </td><td>354812</td><td><div class=bar style=width:48.0%> 6.8% </div></td></tr><tr class=other><td title="Other values (30)"> Other values (30) </td><td>542411</td><td><div class=bar style=width:73.4%> 10.3% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_2914707750847632661 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Hour><a href=#pp_var_2914707750847632661>Hour</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">15</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">12.728202</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">6</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">20</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">4.6 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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</div> 6.1% </td></tr><tr class><td title=9> 9 </td><td>21944</td><td><div class=bar style=width:30.5%> &nbsp; </div> 5.5% </td></tr><tr class><td title=17> 17 </td><td>13071</td><td><div class=bar style=width:18.1%> &nbsp; </div> 3.3% </td></tr><tr class><td title=8> 8 </td><td>8690</td><td><div class=bar style=width:12.1%> &nbsp; </div> 2.2% </td></tr><tr class=other><td title="Other values (5)"> Other values (5) </td><td>7431</td><td><div class=bar style=width:10.3%> &nbsp; </div> 1.9% </td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-2914707750847632661bottom-2914707750847632661extreme_values role=tabpanel aria-labelledby=tab-pane-2914707750847632661bottom-2914707750847632661extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-2914707750847632661extreme_values-2914707750847632661firstn data-bs-toggle=tab data-bs-target=#tab-pane-2914707750847632661extreme_values-2914707750847632661firstn type=button role=tab aria-controls=tab-pane-2914707750847632661extreme_values-2914707750847632661firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-2914707750847632661extreme_values-2914707750847632661lastn data-bs-toggle=tab data-bs-target=#tab-pane-2914707750847632661extreme_values-2914707750847632661lastn type=button role=tab aria-controls=tab-pane-2914707750847632661extreme_values-2914707750847632661lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-2914707750847632661extreme_values-2914707750847632661firstn role=tabpanel aria-labelledby=tab-pane-2914707750847632661extreme_values-2914707750847632661firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=6> 6 </td><td>1</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=7> 7 </td><td>379</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.1% </td></tr><tr class><td title=8> 8 </td><td>8690</td><td><div class=bar style=width:12.1%> &nbsp; </div> 2.2% </td></tr><tr class><td title=9> 9 </td><td>21944</td><td><div class=bar style=width:30.5%> &nbsp; </div> 5.5% </td></tr><tr class><td title=10> 10 </td><td>37997</td><td><div class=bar style=width:52.7%> 9.5% </div></td></tr><tr class><td title=11> 11 </td><td>49084</td><td><div class=bar style=width:68.1%> 12.3% </div></td></tr><tr class><td title=12> 12 </td><td>72065</td><td><div class=bar style=width:100.0%> 18.1% </div></td></tr><tr class><td title=13> 13 </td><td>64026</td><td><div class=bar style=width:88.8%> 16.1% </div></td></tr><tr class><td title=14> 14 </td><td>54118</td><td><div class=bar style=width:75.1%> 13.6% </div></td></tr><tr class><td title=15> 15 </td><td>45369</td><td><div class=bar style=width:63.0%> 11.4% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-2914707750847632661extreme_values-2914707750847632661lastn role=tabpanel aria-labelledby=tab-pane-2914707750847632661extreme_values-2914707750847632661lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=20> 20 </td><td>802</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.2% </td></tr><tr class><td title=19> 19 </td><td>3321</td><td><div class=bar style=width:4.6%> &nbsp; </div> 0.8% </td></tr><tr class><td title=18> 18 </td><td>2928</td><td><div class=bar style=width:4.1%> &nbsp; </div> 0.7% </td></tr><tr class><td title=17> 17 </td><td>13071</td><td><div class=bar style=width:18.1%> &nbsp; </div> 3.3% </td></tr><tr class><td title=16> 16 </td><td>24089</td><td><div class=bar style=width:33.4%> &nbsp; </div> 6.1% </td></tr><tr class><td title=15> 15 </td><td>45369</td><td><div class=bar style=width:63.0%> 11.4% </div></td></tr><tr class><td title=14> 14 </td><td>54118</td><td><div class=bar style=width:75.1%> 13.6% </div></td></tr><tr class><td title=13> 13 </td><td>64026</td><td><div class=bar style=width:88.8%> 16.1% </div></td></tr><tr class><td title=12> 12 </td><td>72065</td><td><div class=bar style=width:100.0%> 18.1% </div></td></tr><tr class><td title=11> 11 </td><td>49084</td><td><div class=bar style=width:68.1%> 12.3% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-2538423876284713868 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Day><a href=#pp_var_-2538423876284713868>Day</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">31</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">15.042186</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">1</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">31</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">4.6 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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class><td title=7> 7 </td><td>15601</td><td><div class=bar style=width:6.4%> &nbsp; </div> 3.9% </td></tr><tr class><td title=17> 17 </td><td>14912</td><td><div class=bar style=width:6.1%> &nbsp; </div> 3.7% </td></tr><tr class><td title=4> 4 </td><td>14880</td><td><div class=bar style=width:6.1%> &nbsp; </div> 3.7% </td></tr><tr class><td title=20> 20 </td><td>14667</td><td><div class=bar style=width:6.0%> &nbsp; </div> 3.7% </td></tr><tr class><td title=23> 23 </td><td>14290</td><td><div class=bar style=width:5.8%> &nbsp; </div> 3.6% </td></tr><tr class><td title=13> 13 </td><td>14172</td><td><div class=bar style=width:5.8%> &nbsp; </div> 3.6% </td></tr><tr class><td title=14> 14 </td><td>14165</td><td><div class=bar style=width:5.8%> &nbsp; </div> 3.6% </td></tr><tr class=other><td title="Other values (21)"> Other values (21) </td><td>244588</td><td><div class=bar style=width:100.0%> 61.5% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--2538423876284713868bottom--2538423876284713868extreme_values role=tabpanel aria-labelledby=tab-pane--2538423876284713868bottom--2538423876284713868extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--2538423876284713868extreme_values--2538423876284713868firstn data-bs-toggle=tab data-bs-target=#tab-pane--2538423876284713868extreme_values--2538423876284713868firstn type=button role=tab aria-controls=tab-pane--2538423876284713868extreme_values--2538423876284713868firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--2538423876284713868extreme_values--2538423876284713868lastn data-bs-toggle=tab data-bs-target=#tab-pane--2538423876284713868extreme_values--2538423876284713868lastn type=button role=tab aria-controls=tab-pane--2538423876284713868extreme_values--2538423876284713868lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--2538423876284713868extreme_values--2538423876284713868firstn role=tabpanel aria-labelledby=tab-pane--2538423876284713868extreme_values--2538423876284713868firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>13629</td><td><div class=bar style=width:74.3%> 3.4% </div></td></tr><tr class><td title=2> 2 </td><td>12101</td><td><div class=bar style=width:66.0%> 3.0% </div></td></tr><tr class><td title=3> 3 </td><td>10875</td><td><div class=bar style=width:59.3%> 2.7% </div></td></tr><tr class><td title=4> 4 </td><td>14880</td><td><div class=bar style=width:81.1%> 3.7% </div></td></tr><tr class><td title=5> 5 </td><td>16409</td><td><div class=bar style=width:89.4%> 4.1% </div></td></tr><tr class><td title=6> 6 </td><td>18346</td><td><div class=bar style=width:100.0%> 4.6% </div></td></tr><tr class><td title=7> 7 </td><td>15601</td><td><div class=bar style=width:85.0%> 3.9% </div></td></tr><tr class><td title=8> 8 </td><td>15854</td><td><div class=bar style=width:86.4%> 4.0% </div></td></tr><tr class><td title=9> 9 </td><td>12947</td><td><div class=bar style=width:70.6%> 3.3% </div></td></tr><tr class><td title=10> 10 </td><td>14072</td><td><div class=bar style=width:76.7%> 3.5% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--2538423876284713868extreme_values--2538423876284713868lastn role=tabpanel aria-labelledby=tab-pane--2538423876284713868extreme_values--2538423876284713868lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=31> 31 </td><td>6770</td><td><div class=bar style=width:47.4%> 1.7% </div></td></tr><tr class><td title=30> 30 </td><td>10034</td><td><div class=bar style=width:70.2%> 2.5% </div></td></tr><tr class><td title=29> 29 </td><td>8137</td><td><div class=bar style=width:56.9%> 2.0% </div></td></tr><tr class><td title=28> 28 </td><td>13509</td><td><div class=bar style=width:94.5%> 3.4% </div></td></tr><tr class><td title=27> 27 </td><td>12432</td><td><div class=bar style=width:87.0%> 3.1% </div></td></tr><tr class><td title=26> 26 </td><td>8710</td><td><div class=bar style=width:61.0%> 2.2% </div></td></tr><tr class><td title=25> 25 </td><td>12008</td><td><div class=bar style=width:84.0%> 3.0% </div></td></tr><tr class><td title=24> 24 </td><td>12086</td><td><div class=bar style=width:84.6%> 3.0% </div></td></tr><tr class><td title=23> 23 </td><td>14290</td><td><div class=bar style=width:100.0%> 3.6% </div></td></tr><tr class><td title=22> 22 </td><td>12403</td><td><div class=bar style=width:86.8%> 3.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_-3273769345951787743 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Month><a href=#pp_var_-3273769345951787743>Month</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 1 fields: InvoiceNo">High correlation</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">12</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">7.612475</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">1</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">12</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">4.6 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml 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title=9> 9 </td><td>40028</td><td><div class=bar style=width:62.0%> 10.1% </div></td></tr><tr class><td title=5> 5 </td><td>28320</td><td><div class=bar style=width:43.9%> 7.1% </div></td></tr><tr class><td title=6> 6 </td><td>27185</td><td><div class=bar style=width:42.1%> 6.8% </div></td></tr><tr class><td title=3> 3 </td><td>27175</td><td><div class=bar style=width:42.1%> 6.8% </div></td></tr><tr class><td title=8> 8 </td><td>27007</td><td><div class=bar style=width:41.9%> 6.8% </div></td></tr><tr class><td title=7> 7 </td><td>26825</td><td><div class=bar style=width:41.6%> 6.7% </div></td></tr><tr class><td title=4> 4 </td><td>22642</td><td><div class=bar style=width:35.1%> &nbsp; </div> 5.7% </td></tr><tr class=other><td title="Other values (2)"> Other values (2) </td><td>41156</td><td><div class=bar style=width:63.8%> 10.3% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--3273769345951787743bottom--3273769345951787743extreme_values role=tabpanel aria-labelledby=tab-pane--3273769345951787743bottom--3273769345951787743extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab--3273769345951787743extreme_values--3273769345951787743firstn data-bs-toggle=tab data-bs-target=#tab-pane--3273769345951787743extreme_values--3273769345951787743firstn type=button role=tab aria-controls=tab-pane--3273769345951787743extreme_values--3273769345951787743firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab--3273769345951787743extreme_values--3273769345951787743lastn data-bs-toggle=tab data-bs-target=#tab-pane--3273769345951787743extreme_values--3273769345951787743lastn type=button role=tab aria-controls=tab-pane--3273769345951787743extreme_values--3273769345951787743lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane--3273769345951787743extreme_values--3273769345951787743firstn role=tabpanel aria-labelledby=tab-pane--3273769345951787743extreme_values--3273769345951787743firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>21229</td><td><div class=bar style=width:42.8%> 5.3% </div></td></tr><tr class><td title=2> 2 </td><td>19927</td><td><div class=bar style=width:40.2%> 5.0% </div></td></tr><tr class><td title=3> 3 </td><td>27175</td><td><div class=bar style=width:54.8%> 6.8% </div></td></tr><tr class><td title=4> 4 </td><td>22642</td><td><div class=bar style=width:45.7%> 5.7% </div></td></tr><tr class><td title=5> 5 </td><td>28320</td><td><div class=bar style=width:57.1%> 7.1% </div></td></tr><tr class><td title=6> 6 </td><td>27185</td><td><div class=bar style=width:54.9%> 6.8% </div></td></tr><tr class><td title=7> 7 </td><td>26825</td><td><div class=bar style=width:54.1%> 6.7% </div></td></tr><tr class><td title=8> 8 </td><td>27007</td><td><div class=bar style=width:54.5%> 6.8% </div></td></tr><tr class><td title=9> 9 </td><td>40028</td><td><div class=bar style=width:80.8%> 10.1% </div></td></tr><tr class><td title=10> 10 </td><td>49554</td><td><div class=bar style=width:100.0%> 12.5% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane--3273769345951787743extreme_values--3273769345951787743lastn role=tabpanel aria-labelledby=tab-pane--3273769345951787743extreme_values--3273769345951787743lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=12> 12 </td><td>43461</td><td><div class=bar style=width:67.3%> 10.9% </div></td></tr><tr class><td title=11> 11 </td><td>64531</td><td><div class=bar style=width:100.0%> 16.2% </div></td></tr><tr class><td title=10> 10 </td><td>49554</td><td><div class=bar style=width:76.8%> 12.5% </div></td></tr><tr class><td title=9> 9 </td><td>40028</td><td><div class=bar style=width:62.0%> 10.1% </div></td></tr><tr class><td title=8> 8 </td><td>27007</td><td><div class=bar style=width:41.9%> 6.8% </div></td></tr><tr class><td title=7> 7 </td><td>26825</td><td><div class=bar style=width:41.6%> 6.7% </div></td></tr><tr class><td title=6> 6 </td><td>27185</td><td><div class=bar style=width:42.1%> 6.8% </div></td></tr><tr class><td title=5> 5 </td><td>28320</td><td><div class=bar style=width:43.9%> 7.1% </div></td></tr><tr class><td title=4> 4 </td><td>22642</td><td><div class=bar style=width:35.1%> &nbsp; </div> 5.7% </td></tr><tr class><td title=3> 3 </td><td>27175</td><td><div class=bar style=width:42.1%> 6.8% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_1517833039395304771 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=Year><a href=#pp_var_1517833039395304771>Year</a><br><span class="fs-6 text-body-secondary">Categorical</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 1 fields: InvoiceNo">High correlation</span>&nbsp <span class="badge text-bg-primary">Imbalance</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-6><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">2</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-6><div class=row id=minifreqtable><div class=table-responsive><table class="mini freq table-0"><tr class><th width=10%> 2011 </th><td width=10%><div class=bar style=width:100.0% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> 371727&nbsp; </div></td></tr><tr class><th width=10%> 2010 </th><td width=10%><div class=bar style=width:7.0% data-bs-toggle=tooltip data-bs-placement=center data-bs-html=true data-bs-delay=500> &nbsp; </div> 26157 </td></tr></table></div></div></div></div><div class="col-sm-12 text-end"><button class="btn btn-light" data-bs-toggle=collapse data-bs-target="#bottom-1517833039395304771, #minifreqtable1517833039395304771" aria-expanded=true aria-controls="#bottom-1517833039395304771, #minifreqtable1517833039395304771"> More details </button></div><div id=bottom-1517833039395304771 class=collapse><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-1517833039395304771bottom-1517833039395304771overview data-bs-toggle=tab data-bs-target=#tab-pane-1517833039395304771bottom-1517833039395304771overview type=button role=tab aria-controls=tab-pane-1517833039395304771bottom-1517833039395304771overview aria-selected=true>Overview</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-1517833039395304771bottom-1517833039395304771string data-bs-toggle=tab data-bs-target=#tab-pane-1517833039395304771bottom-1517833039395304771string type=button role=tab aria-controls=tab-pane-1517833039395304771bottom-1517833039395304771string aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-1517833039395304771bottom-1517833039395304771word data-bs-toggle=tab data-bs-target=#tab-pane-1517833039395304771bottom-1517833039395304771word type=button role=tab aria-controls=tab-pane-1517833039395304771bottom-1517833039395304771word aria-selected=false>Words</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-1517833039395304771bottom-1517833039395304771characters data-bs-toggle=tab data-bs-target=#tab-pane-1517833039395304771bottom-1517833039395304771characters type=button role=tab aria-controls=tab-pane-1517833039395304771bottom-1517833039395304771characters aria-selected=false>Characters</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-1517833039395304771bottom-1517833039395304771overview role=tabpanel aria-labelledby=tab-pane-1517833039395304771bottom-1517833039395304771overview><div class="row item"><div class="row sub-item"><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Length</p><table class="table table-striped"><tbody><tr><th>Max length</th><td style="white-space: nowrap;">4</td></tr><tr><th>Median length</th><td style="white-space: nowrap;">4</td></tr><tr><th>Mean length</th><td style="white-space: nowrap;">4</td></tr><tr><th>Min length</th><td style="white-space: nowrap;">4</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Characters and Unicode</p><table class="table table-striped"><tbody><tr><th>Total characters</th><td style="white-space: nowrap;">1591536</td></tr><tr><th>Distinct characters</th><td style="white-space: nowrap;">3</td></tr><tr><th>Distinct categories</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td style="white-space: nowrap;">1 <a href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-body-secondary"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Unique</p><table class="table table-striped"><tbody><tr><th>Unique</th><td style="white-space: nowrap;">0 <span class="badge text-bg-secondary float-end" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td style="white-space: nowrap;">0.0%</td></tr></tbody></table></div></div><div class=col-sm-3><div class=table-responsive><p class="h4 item-header">Sample</p><table class="table table-striped"><tbody><tr><th>1st row</th><td style="white-space: nowrap;">2010</td></tr><tr><th>2nd row</th><td style="white-space: nowrap;">2010</td></tr><tr><th>3rd row</th><td style="white-space: nowrap;">2010</td></tr><tr><th>4th row</th><td style="white-space: nowrap;">2010</td></tr><tr><th>5th row</th><td style="white-space: nowrap;">2010</td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-1517833039395304771bottom-1517833039395304771string role=tabpanel aria-labelledby=tab-pane-1517833039395304771bottom-1517833039395304771string><div class="row item"><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Common Values</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2011> 2011 </td><td>371727</td><td><div class=bar style=width:100.0%> 93.4% </div></td></tr><tr class><td title=2010> 2010 </td><td>26157</td><td><div class=bar style=width:7.0%> &nbsp; </div> 6.6% </td></tr></tbody></table></div></div></div><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"
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93.4% </div></td></tr><tr class><td title=2010> 2010 </td><td>26157</td><td><div class=bar style=width:7.0%> &nbsp; </div> 6.6% </td></tr></tbody></table></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-1517833039395304771bottom-1517833039395304771characters role=tabpanel aria-labelledby=tab-pane-1517833039395304771bottom-1517833039395304771characters><div class="row item"><div class="row sub-item"><div class=col-sm-12><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-1517833039395304771unicode-1517833039395304771characters data-bs-toggle=tab data-bs-target=#tab-pane-1517833039395304771unicode-1517833039395304771characters type=button role=tab aria-controls=tab-pane-1517833039395304771unicode-1517833039395304771characters aria-selected=true>Characters</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-1517833039395304771unicode-1517833039395304771categories data-bs-toggle=tab data-bs-target=#tab-pane-1517833039395304771unicode-1517833039395304771categories type=button role=tab aria-controls=tab-pane-1517833039395304771unicode-1517833039395304771categories aria-selected=false>Categories</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-1517833039395304771unicode-1517833039395304771scripts data-bs-toggle=tab data-bs-target=#tab-pane-1517833039395304771unicode-1517833039395304771scripts type=button role=tab aria-controls=tab-pane-1517833039395304771unicode-1517833039395304771scripts aria-selected=false>Scripts</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-1517833039395304771unicode-1517833039395304771blocks data-bs-toggle=tab data-bs-target=#tab-pane-1517833039395304771unicode-1517833039395304771blocks type=button role=tab aria-controls=tab-pane-1517833039395304771unicode-1517833039395304771blocks aria-selected=false>Blocks</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-1517833039395304771unicode-1517833039395304771characters role=tabpanel aria-labelledby=tab-pane-1517833039395304771unicode-1517833039395304771characters><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring characters</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>769611</td><td><div class=bar style=width:100.0%> 48.4% </div></td></tr><tr class><td title=0> 0 </td><td>424041</td><td><div class=bar style=width:55.1%> 26.6% </div></td></tr><tr class><td title=2> 2 </td><td>397884</td><td><div class=bar style=width:51.7%> 25.0% </div></td></tr></tbody></table></div></div></div></div><div class="tab-pane fade " id=tab-pane-1517833039395304771unicode-1517833039395304771categories role=tabpanel aria-labelledby=tab-pane-1517833039395304771unicode-1517833039395304771categories><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring categories</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number"> Decimal Number </td><td>1591536</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per category</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Decimal Number</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>769611</td><td><div class=bar style=width:100.0%> 48.4% </div></td></tr><tr class><td title=0> 0 </td><td>424041</td><td><div class=bar style=width:55.1%> 26.6% </div></td></tr><tr class><td title=2> 2 </td><td>397884</td><td><div class=bar style=width:51.7%> 25.0% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-1517833039395304771unicode-1517833039395304771scripts role=tabpanel aria-labelledby=tab-pane-1517833039395304771unicode-1517833039395304771scripts><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring scripts</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common> Common </td><td>1591536</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per script</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>Common</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>769611</td><td><div class=bar style=width:100.0%> 48.4% </div></td></tr><tr class><td title=0> 0 </td><td>424041</td><td><div class=bar style=width:55.1%> 26.6% </div></td></tr><tr class><td title=2> 2 </td><td>397884</td><td><div class=bar style=width:51.7%> 25.0% </div></td></tr></tbody></table></div></div></div></div></div></div><div class="tab-pane fade " id=tab-pane-1517833039395304771unicode-1517833039395304771blocks role=tabpanel aria-labelledby=tab-pane-1517833039395304771unicode-1517833039395304771blocks><div class="row item"><div class="row named-list-item"><h4 class=item-header>Most occurring blocks</h4><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII> ASCII </td><td>1591536</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class="row named-list-item"><h4 class=item-header>Most frequent character per block</h4><div class="row sub-item"><div class=col-sm-12><h5 class=item-header>ASCII</h5><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>769611</td><td><div class=bar style=width:100.0%> 48.4% </div></td></tr><tr class><td title=0> 0 </td><td>424041</td><td><div class=bar style=width:55.1%> 26.6% </div></td></tr><tr class><td title=2> 2 </td><td>397884</td><td><div class=bar style=width:51.7%> 25.0% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row item"><div id=pp_var_6600493284786756239 class="variable "><div class="row sub-item"><div class=col-sm-12><p class="item-header h4" title=TotalAmount><a href=#pp_var_6600493284786756239>TotalAmount</a><br><span class="fs-6 text-body-secondary">Real number (&Ropf;)</span></p><p><span class="badge text-bg-secondary" data-bs-toggle=tooltip data-bs-placement=right data-bs-title="This variable has a high overall correlation with 1 fields: Quantity">High correlation</span>&nbsp <span class="badge text-bg-info">Skewed</span>&nbsp </p><p class=variable-description></p></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Distinct</th><td style="white-space: nowrap;">2939</td></tr><tr><th>Distinct (%)</th><td style="white-space: nowrap;">0.7%</td></tr><tr><th>Missing</th><td style="white-space: nowrap;">0</td></tr><tr><th>Missing (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Infinite</th><td style="white-space: nowrap;">0</td></tr><tr><th>Infinite (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Mean</th><td style="white-space: nowrap;">22.397</td></tr></tbody></table></div></div><div class=col-sm-4><div class=table-responsive><table class="table table-striped"><tbody><tr><th>Minimum</th><td style="white-space: nowrap;">0.001</td></tr><tr><th>Maximum</th><td style="white-space: nowrap;">168469.6</td></tr><tr><th>Zeros</th><td style="white-space: nowrap;">0</td></tr><tr><th>Zeros (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Negative</th><td style="white-space: nowrap;">0</td></tr><tr><th>Negative (%)</th><td style="white-space: nowrap;">0.0%</td></tr><tr><th>Memory size</th><td style="white-space: nowrap;">6.1 MiB</td></tr></tbody></table></div></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" 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</td></tr><tr class><td title=10.2> 10.2 </td><td>8028</td><td><div class=bar style=width:2.6%> &nbsp; </div> 2.0% </td></tr><tr class><td title=19.8> 19.8 </td><td>7625</td><td><div class=bar style=width:2.4%> &nbsp; </div> 1.9% </td></tr><tr class><td title=1.25> 1.25 </td><td>7552</td><td><div class=bar style=width:2.4%> &nbsp; </div> 1.9% </td></tr><tr class><td title=3.75> 3.75 </td><td>6847</td><td><div class=bar style=width:2.2%> &nbsp; </div> 1.7% </td></tr><tr class><td title=1.65> 1.65 </td><td>5751</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.4% </td></tr><tr class><td title=10.5> 10.5 </td><td>5550</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.4% </td></tr><tr class><td title=20.8> 20.8 </td><td>5524</td><td><div class=bar style=width:1.8%> &nbsp; </div> 1.4% </td></tr><tr class=other><td title="Other values (2929)"> Other values (2929) </td><td>313261</td><td><div class=bar style=width:100.0%> 78.7% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-6600493284786756239bottom-6600493284786756239extreme_values role=tabpanel aria-labelledby=tab-pane-6600493284786756239bottom-6600493284786756239extreme_values><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-6600493284786756239extreme_values-6600493284786756239firstn data-bs-toggle=tab data-bs-target=#tab-pane-6600493284786756239extreme_values-6600493284786756239firstn type=button role=tab aria-controls=tab-pane-6600493284786756239extreme_values-6600493284786756239firstn aria-selected=true>Minimum 10 values</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-6600493284786756239extreme_values-6600493284786756239lastn data-bs-toggle=tab data-bs-target=#tab-pane-6600493284786756239extreme_values-6600493284786756239lastn type=button role=tab aria-controls=tab-pane-6600493284786756239extreme_values-6600493284786756239lastn aria-selected=false>Maximum 10 values</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-6600493284786756239extreme_values-6600493284786756239firstn role=tabpanel aria-labelledby=tab-pane-6600493284786756239extreme_values-6600493284786756239firstn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0.001> 0.001 </td><td>4</td><td><div class=bar style=width:3.7%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.06> 0.06 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.08> 0.08 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.1> 0.1 </td><td>3</td><td><div class=bar style=width:2.8%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.12> 0.12 </td><td>24</td><td><div class=bar style=width:22.0%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.14> 0.14 </td><td>4</td><td><div class=bar style=width:3.7%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.16> 0.16 </td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.18> 0.18 </td><td>2</td><td><div class=bar style=width:1.8%> &nbsp; </div>< 0.1% </td></tr><tr class><td title=0.19> 0.19 </td><td>95</td><td><div class=bar style=width:87.2%>< 0.1% </div></td></tr><tr class><td title=0.21> 0.21 </td><td>109</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div></div></div><div class="tab-pane fade " id=tab-pane-6600493284786756239extreme_values-6600493284786756239lastn role=tabpanel aria-labelledby=tab-pane-6600493284786756239extreme_values-6600493284786756239lastn><div class="row item"><div class=table-responsive><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=168469.6> 168469.6 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=77183.6> 77183.6 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=38970> 38970 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=8142.75> 8142.75 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=7144.72> 7144.72 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=6539.4> 6539.4 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=4992> 4992 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4921.5> 4921.5 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4632> 4632 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=4522.5> 4522.5 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div id=interactions class=section-header><h1 class=section-name>Interactions</h1></div><div class=section-items><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-interactions-interactions_invoiceno data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_invoiceno type=button role=tab aria-controls=tab-pane-interactions-interactions_invoiceno aria-selected=true>InvoiceNo</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_quantity data-bs-toggle=tab 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aria-controls=tab-pane-interactions-interactions_hour aria-selected=false>Hour</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_day data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_day type=button role=tab aria-controls=tab-pane-interactions-interactions_day aria-selected=false>Day</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_month data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_month type=button role=tab aria-controls=tab-pane-interactions-interactions_month aria-selected=false>Month</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions-interactions_totalamount data-bs-toggle=tab data-bs-target=#tab-pane-interactions-interactions_totalamount type=button role=tab aria-controls=tab-pane-interactions-interactions_totalamount aria-selected=false>TotalAmount</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-interactions-interactions_invoiceno role=tabpanel aria-labelledby=tab-pane-interactions-interactions_invoiceno><div class="row item"><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-interactions_invoiceno-interactions_invoiceno_totalamount data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_totalamount type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_totalamount aria-selected=true>TotalAmount</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_invoiceno data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_invoiceno type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_invoiceno aria-selected=false>InvoiceNo</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_quantity data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_quantity type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_quantity aria-selected=false>Quantity</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_unitprice data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_unitprice type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_unitprice aria-selected=false>UnitPrice</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_customerid data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_customerid type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_customerid aria-selected=false>CustomerID</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_hour data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_hour type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_hour aria-selected=false>Hour</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-interactions_invoiceno-interactions_invoiceno_day data-bs-toggle=tab data-bs-target=#tab-pane-interactions_invoiceno-interactions_invoiceno_day type=button role=tab aria-controls=tab-pane-interactions_invoiceno-interactions_invoiceno_day aria-selected=false>Day</button></li><li class=nav-item role=presentation><button class="nav-link " 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" clip-path=url(#p2abec49ce3) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g></g></g><defs><clippath id=p2abec49ce3><rect x=72 y=86.4 width=576 height=144 /></clippath></defs></svg><div class="caption text-center text-body-secondary"> Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion. </div></div></div></div></div></div><div id=sample class=section-header><h1 class=section-name>Sample</h1></div><div class=section-items><div class="row item "><ul class="nav nav-tabs tab-nav" role=tablist><li class=nav-item role=presentation><button class="nav-link active" id=tab-sample-head data-bs-toggle=tab data-bs-target=#tab-pane-sample-head type=button role=tab aria-controls=tab-pane-sample-head aria-selected=true>First rows</button></li><li class=nav-item role=presentation><button class="nav-link " id=tab-sample-tail data-bs-toggle=tab data-bs-target=#tab-pane-sample-tail type=button role=tab aria-controls=tab-pane-sample-tail aria-selected=false>Last rows</button></li></ul><div class=tab-content><div class="tab-pane fade show active" id=tab-pane-sample-head role=tabpanel aria-labelledby=tab-pane-sample-head><div class="row item"><div id=sample-container class=col-sm-12><div class=table-responsive><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>InvoiceNo</th><th>StockCode</th><th>Description</th><th>Quantity</th><th>InvoiceDate</th><th>UnitPrice</th><th>CustomerID</th><th>Country</th><th>Hour</th><th>Day</th><th>Month</th><th>Year</th><th>TotalAmount</th></tr></thead><tbody><tr><th>0</th><td>536365</td><td>85123A</td><td>WHITE HANGING HEART T-LIGHT HOLDER</td><td>6</td><td>2010-12-01 08:26:00</td><td>2.55</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>15.30</td></tr><tr><th>1</th><td>536365</td><td>71053</td><td>WHITE METAL LANTERN</td><td>6</td><td>2010-12-01 08:26:00</td><td>3.39</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>20.34</td></tr><tr><th>2</th><td>536365</td><td>84406B</td><td>CREAM CUPID HEARTS COAT HANGER</td><td>8</td><td>2010-12-01 08:26:00</td><td>2.75</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>22.00</td></tr><tr><th>3</th><td>536365</td><td>84029G</td><td>KNITTED UNION FLAG HOT WATER BOTTLE</td><td>6</td><td>2010-12-01 08:26:00</td><td>3.39</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>20.34</td></tr><tr><th>4</th><td>536365</td><td>84029E</td><td>RED WOOLLY HOTTIE WHITE HEART.</td><td>6</td><td>2010-12-01 08:26:00</td><td>3.39</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>20.34</td></tr><tr><th>5</th><td>536365</td><td>22752</td><td>SET 7 BABUSHKA NESTING BOXES</td><td>2</td><td>2010-12-01 08:26:00</td><td>7.65</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>15.30</td></tr><tr><th>6</th><td>536365</td><td>21730</td><td>GLASS STAR FROSTED T-LIGHT HOLDER</td><td>6</td><td>2010-12-01 08:26:00</td><td>4.25</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>25.50</td></tr><tr><th>7</th><td>536366</td><td>22633</td><td>HAND WARMER UNION JACK</td><td>6</td><td>2010-12-01 08:28:00</td><td>1.85</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>11.10</td></tr><tr><th>8</th><td>536366</td><td>22632</td><td>HAND WARMER RED POLKA DOT</td><td>6</td><td>2010-12-01 08:28:00</td><td>1.85</td><td>17850.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>11.10</td></tr><tr><th>9</th><td>536367</td><td>84879</td><td>ASSORTED COLOUR BIRD ORNAMENT</td><td>32</td><td>2010-12-01 08:34:00</td><td>1.69</td><td>13047.0</td><td>United Kingdom</td><td>8</td><td>1</td><td>12</td><td>2010</td><td>54.08</td></tr></tbody></table></div></div></div></div><div class="tab-pane fade " id=tab-pane-sample-tail role=tabpanel aria-labelledby=tab-pane-sample-tail><div class="row item"><div id=sample-container class=col-sm-12><div class=table-responsive><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>InvoiceNo</th><th>StockCode</th><th>Description</th><th>Quantity</th><th>InvoiceDate</th><th>UnitPrice</th><th>CustomerID</th><th>Country</th><th>Hour</th><th>Day</th><th>Month</th><th>Year</th><th>TotalAmount</th></tr></thead><tbody><tr><th>541899</th><td>581587</td><td>22726</td><td>ALARM CLOCK BAKELIKE GREEN</td><td>4</td><td>2011-12-09 12:50:00</td><td>3.75</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>15.00</td></tr><tr><th>541900</th><td>581587</td><td>22730</td><td>ALARM CLOCK BAKELIKE IVORY</td><td>4</td><td>2011-12-09 12:50:00</td><td>3.75</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>15.00</td></tr><tr><th>541901</th><td>581587</td><td>22367</td><td>CHILDRENS APRON SPACEBOY DESIGN</td><td>8</td><td>2011-12-09 12:50:00</td><td>1.95</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>15.60</td></tr><tr><th>541902</th><td>581587</td><td>22629</td><td>SPACEBOY LUNCH BOX</td><td>12</td><td>2011-12-09 12:50:00</td><td>1.95</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>23.40</td></tr><tr><th>541903</th><td>581587</td><td>23256</td><td>CHILDRENS CUTLERY SPACEBOY</td><td>4</td><td>2011-12-09 12:50:00</td><td>4.15</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>16.60</td></tr><tr><th>541904</th><td>581587</td><td>22613</td><td>PACK OF 20 SPACEBOY NAPKINS</td><td>12</td><td>2011-12-09 12:50:00</td><td>0.85</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>10.20</td></tr><tr><th>541905</th><td>581587</td><td>22899</td><td>CHILDREN'S APRON DOLLY GIRL</td><td>6</td><td>2011-12-09 12:50:00</td><td>2.10</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>12.60</td></tr><tr><th>541906</th><td>581587</td><td>23254</td><td>CHILDRENS CUTLERY DOLLY GIRL</td><td>4</td><td>2011-12-09 12:50:00</td><td>4.15</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>16.60</td></tr><tr><th>541907</th><td>581587</td><td>23255</td><td>CHILDRENS CUTLERY CIRCUS PARADE</td><td>4</td><td>2011-12-09 12:50:00</td><td>4.15</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>16.60</td></tr><tr><th>541908</th><td>581587</td><td>22138</td><td>BAKING SET 9 PIECE RETROSPOT</td><td>3</td><td>2011-12-09 12:50:00</td><td>4.95</td><td>12680.0</td><td>France</td><td>12</td><td>9</td><td>12</td><td>2011</td><td>14.85</td></tr></tbody></table></div></div></div></div></div></div></div><div id=duplicate class=section-header><h1 class=section-name>Duplicate rows</h1></div><div class=section-items><div class="row sub-item"><div class=col-sm-12><h4 class=item-header>Most frequently occurring</h4><div id=duplicate-container class=col-sm-12><div class=table-responsive><table border=1 class="dataframe duplicate table table-striped"><thead><tr style="text-align: right;"><th></th><th>InvoiceNo</th><th>Description</th><th>Quantity</th><th>InvoiceDate</th><th>UnitPrice</th><th>CustomerID</th><th>Country</th><th>Hour</th><th>Day</th><th>Month</th><th>Year</th><th>TotalAmount</th><th># duplicates</th></tr></thead><tbody><tr><th>1612</th><td>555524</td><td>PINK REGENCY TEACUP AND SAUCER</td><td>1</td><td>2011-06-05 11:37:00</td><td>2.95</td><td>16923.0</td><td>United Kingdom</td><td>11</td><td>5</td><td>6</td><td>2011</td><td>2.95</td><td>20</td></tr><tr><th>1611</th><td>555524</td><td>GREEN REGENCY TEACUP AND SAUCER</td><td>1</td><td>2011-06-05 11:37:00</td><td>2.95</td><td>16923.0</td><td>United Kingdom</td><td>11</td><td>5</td><td>6</td><td>2011</td><td>2.95</td><td>12</td></tr><tr><th>3194</th><td>572861</td><td>PURPLE DRAWERKNOB ACRYLIC EDWARDIAN</td><td>12</td><td>2011-10-26 12:46:00</td><td>1.25</td><td>14102.0</td><td>United Kingdom</td><td>12</td><td>26</td><td>10</td><td>2011</td><td>15.00</td><td>8</td></tr><tr><th>345</th><td>538514</td><td>BATH BUILDING BLOCK WORD</td><td>1</td><td>2010-12-12 14:27:00</td><td>5.95</td><td>15044.0</td><td>United Kingdom</td><td>14</td><td>12</td><td>12</td><td>2010</td><td>5.95</td><td>6</td></tr><tr><th>478</th><td>540524</td><td>BATH BUILDING BLOCK WORD</td><td>1</td><td>2011-01-09 12:53:00</td><td>5.95</td><td>16735.0</td><td>United Kingdom</td><td>12</td><td>9</td><td>1</td><td>2011</td><td>5.95</td><td>6</td></tr><tr><th>535</th><td>541266</td><td>HOME BUILDING BLOCK WORD</td><td>1</td><td>2011-01-16 16:25:00</td><td>5.95</td><td>15673.0</td><td>United Kingdom</td><td>16</td><td>16</td><td>1</td><td>2011</td><td>5.95</td><td>6</td></tr><tr><th>536</th><td>541266</td><td>LOVE BUILDING BLOCK WORD</td><td>1</td><td>2011-01-16 16:25:00</td><td>5.95</td><td>15673.0</td><td>United Kingdom</td><td>16</td><td>16</td><td>1</td><td>2011</td><td>5.95</td><td>6</td></tr><tr><th>1089</th><td>547651</td><td>METAL SIGN,CUPCAKE SINGLE HOOK</td><td>1</td><td>2011-03-24 12:11:00</td><td>1.25</td><td>16904.0</td><td>United Kingdom</td><td>12</td><td>24</td><td>3</td><td>2011</td><td>1.25</td><td>6</td></tr><tr><th>3140</th><td>572344</td><td>Manual</td><td>48</td><td>2011-10-24 10:43:00</td><td>1.50</td><td>14607.0</td><td>United Kingdom</td><td>10</td><td>24</td><td>10</td><td>2011</td><td>72.00</td><td>6</td></tr><tr><th>4233</th><td>578289</td><td>BELLE JARDINIERE CUSHION COVER</td><td>1</td><td>2011-11-23 14:07:00</td><td>3.75</td><td>17841.0</td><td>United Kingdom</td><td>14</td><td>23</td><td>11</td><td>2011</td><td>3.75</td><td>6</td></tr></tbody></table></div></div></div></div></div></div></div><footer><div class=container-fluid><div class=row><p class="text-body-secondary text-center">Report generated by <a href="https://ydata.ai/?utm_source=opensource&utm_medium=pandasprofiling&utm_campaign=report">YData</a>.</p></div></div></footer><script>
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n=t>i?at:lt;this._slide(n,e[t])}dispose(){this._swipeHelper&&this._swipeHelper.dispose(),super.dispose()}_configAfterMerge(t){return t.defaultInterval=t.interval,t}_addEventListeners(){this._config.keyboard&&N.on(this._element,ft,(t=>this._keydown(t))),"hover"===this._config.pause&&(N.on(this._element,pt,(()=>this.pause())),N.on(this._element,mt,(()=>this._maybeEnableCycle()))),this._config.touch&&st.isSupported()&&this._addTouchEventListeners()}_addTouchEventListeners(){for(const t of z.find(".carousel-item img",this._element))N.on(t,gt,(t=>t.preventDefault()));const t={leftCallback:()=>this._slide(this._directionToOrder(ct)),rightCallback:()=>this._slide(this._directionToOrder(ht)),endCallback:()=>{"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout((()=>this._maybeEnableCycle()),500+this._config.interval))}};this._swipeHelper=new st(this._element,t)}_keydown(t){if(/input|textarea/i.test(t.target.tagName))return;const e=Tt[t.key];e&&(t.preventDefault(),this._slide(this._directionToOrder(e)))}_getItemIndex(t){return this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=z.findOne(wt,this._indicatorsElement);e.classList.remove(yt),e.removeAttribute("aria-current");const i=z.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(yt),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===at,s=e||b(this._getItems(),i,n,this._config.wrap);if(s===i)return;const 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vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:Me,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:re,modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:ne,reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:ce},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ei="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ai}`,Si=`keydown${wi}${Ai}`,Di=`keyup${wi}${Ai}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",ji=p()?"top-end":"top-start",Mi=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!N.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,ki,t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=bi(t,this._menu,e)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return Bi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Mi:ji:e?Hi:Fi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,jn=`hide${xn}`,Mn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,jn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,Mn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,Mn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],dd:[],div:[],dl:[],dt:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const 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